Apple 机器学习研究发布 2026 年论文列表

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Normalizing Trajectory Modelsresearch area Computer Vision, research area Methods and Algorithmsconference NeurIPSPublished year 2026AuthorsJiatao Gu†, Tianrong Chen, Ying Shen‡**, David Berthelot, Shuangfei Zhai, Josh Susskind; RISED: Rubrics for Agentic Multi-Environment Selection and Self-Distillationresearch area Data Science and Annotation, research area Speech and Natural Language ProcessingPublished year 2026AuthorsJingtan Wang†**, Sirajul Salekin, Young mok Jung, Javier Movellan, Bryan Kian Hsiang Low†, Manjot Bilkhu; Negotiating Ontological Boundaries in User-Authored Personal Sensing Systemsresearch area Human-Computer InteractionPublished year 2026AuthorsNava Haghighi†**, Danielle Olson, Halden Lin**, Erdrin Azemi, Gierad Laput, Kayur Patel**, James Landay†; Language Discrimination Improves Linguistic Learning in Multilingual Speech Modelsresearch area Speech and Natural Language ProcessingPublished year 2026AuthorsMaureen de Seyssel, Jie Chi*, Zakaria Aldeneh*; Limits of Confidence in Diffusionresearch area Methods and AlgorithmsPublished year 2026AuthorsRuss Webb, Amitis Shidani, Alice Bizeul, Dan Busbridge; How Much of a Harness Does a Strong Agent Need for Autonomous ML Engineering?research area Methods and AlgorithmsPublished year 2026AuthorsKirill Brilliantov†‡, Alejandro Hernández-Cano†‡**, Emmanuel Abbé†; RLTL;DR: Self-Improvement by Internalizing Self-Generated Feedbackresearch area Methods and Algorithmsconference NeurIPSPublished year 2026AuthorsMichael Kirchhof, Eleonora Gualdoni, Andrew Szot, Khashayar Gatmiry, Aryo Lotfi, Abbas Kazerouni, Omar Attia, Sanjoy Chowdhury, Alexander Toshev; On the Effectiveness-Fluency Trade-Off in LLM Conditioning: A Systematic Studyresearch area Methods and Algorithms, research area Speech and Natural Language Processingconference EMNLPPublished year 2026AuthorsIuri Macocco†, Pau Rodríguez Lopez, Arno Blaas, Luca Zappella, Marco Baroni†*, Xavier Suau Cuadros*; SCLATE: A Substrate for Continual-Learning Agent Training and Evaluationresearch area Methods and Algorithms, research area Tools, Platforms, FrameworksPublished year 2026AuthorsYoungmok Jung, Sirajul Salekin, Henry Tran, Javier Movellan, Zhao Huang, Manjot Bilkhu; The Communication Bottleneck: A Round-Trip Study of Tree-Structured Expression Serialization in Language Modelsresearch area Methods and Algorithms, research area Speech and Natural Language Processingconference NeurIPSPublished year 2026AuthorsXavier Suau, Alex Ferrando de las Morenas, Luca Zappella, Samy Bengio

Normalizing Trajectory Modelsresearch area Computer Vision, research area Methods and Algorithmsconference NeurIPSPublished year 2026AuthorsJiatao Gu†, Tianrong Chen, Ying Shen‡**, David Berthelot, Shuangfei Zhai, Josh Susskind; RISED: Rubrics for Agentic Multi-Environment Selection and Self-Distillationresearch area Data Science and Annotation, research area Speech and Natural Language ProcessingPublished year 2026AuthorsJingtan Wang†**, Sirajul Salekin, Young mok Jung, Javier Movellan, Bryan Kian Hsiang Low†, Manjot Bilkhu; Negotiating Ontological Boundaries in User-Authored Personal Sensing Systemsresearch area Human-Computer InteractionPublished year 2026AuthorsNava Haghighi†**, Danielle Olson, Halden Lin**, Erdrin Azemi, Gierad Laput, Kayur Patel**, James Landay†; Language Discrimination Improves Linguistic Learning in Multilingual Speech Modelsresearch area Speech and Natural Language ProcessingPublished year 2026AuthorsMaureen de Seyssel, Jie Chi*, Zakaria Aldeneh*; Limits of Confidence in Diffusionresearch area Methods and AlgorithmsPublished year 2026AuthorsRuss Webb, Amitis Shidani, Alice Bizeul, Dan Busbridge; How Much of a Harness Does a Strong Agent Need for Autonomous ML Engineering?research area Methods and AlgorithmsPublished year 2026AuthorsKirill Brilliantov†‡, Alejandro Hernández-Cano†‡**, Emmanuel Abbé†; RLTL;DR: Self-Improvement by Internalizing Self-Generated Feedbackresearch area Methods and Algorithmsconference NeurIPSPublished year 2026AuthorsMichael Kirchhof, Eleonora Gualdoni, Andrew Szot, Khashayar Gatmiry, Aryo Lotfi, Abbas Kazerouni, Omar Attia, Sanjoy Chowdhury, Alexander Toshev; On the Effectiveness-Fluency Trade-Off in LLM Conditioning: A Systematic Studyresearch area Methods and Algorithms, research area Speech and Natural Language Processingconference EMNLPPublished year 2026AuthorsIuri Macocco†, Pau Rodríguez Lopez, Arno Blaas, Luca Zappella, Marco Baroni†*, Xavier Suau Cuadros*; SCLATE: A Substrate for Continual-Learning Agent Training and Evaluationresearch area Methods and Algorithms, research area Tools, Platforms, FrameworksPublished year 2026AuthorsYoungmok Jung, Sirajul Salekin, Henry Tran, Javier Movellan, Zhao Huang, Manjot Bilkhu; The Communication Bottleneck: A Round-Trip Study of Tree-Structured Expression Serialization in Language Modelsresearch area Methods and Algorithms, research area Speech and Natural Language Processingconference NeurIPSPublished year 2026AuthorsXavier Suau, Alex Ferrando de las Morenas, Luca Zappella, Samy Bengio; Faster Rates for Federated Variational Inequalitiesresearch area Methods and Algorithmsconference NeurIPSPublished year 2026AuthorsGuanghui Wang†**, Satyen Kale; A Practical Recipe for Semi-Supervised Federated ASR: Online Pseudo-Labels with Server Update Stabilizationresearch area Methods and Algorithms, research area Speech and Natural Language ProcessingPublished year 2026AuthorsWonho Bae, Zakaria Aldeneh, Martin Pelikan, Jan “Honza” Silovsky, Tatiana Likhomanenko, Sheikh Shams Azam; Compressing Streaming Neural Audio Encoders via Latent-Space Distillationresearch area Methods and Algorithms, research area Speech and Natural Language ProcessingPublished year 2026AuthorsPrasanth Yadla‡, Mohammad Samragh Razlighi‡, Dongseong Hwang, Mingbin Xu, Yuanyuan Zhang, Chung-Cheng Chiu, Yongqiang Wang†**, Yuan Liu§**, Zhen Huang, Xiaodan Zhuang; How to Guide Your Language Flowresearch area Methods and AlgorithmsPublished year 2026AuthorsRohit Dilip†**, Tianrong Chen, Yuyang Wang, David Van Valen†, Josh Susskind, Miguel Angel Bautista; Dynamically Scaled Activation Steeringresearch area Human-Computer Interaction, research area Methods and AlgorithmsTransactions on Machine Learning Research (TMLR)Published year 2026AuthorsAlex Ferrando de las Morenas†, Xavier Suau Cuadros, Jordi Gonzàlez Sabaté†, Pau Rodríguez Lopez; REVERSAL-BENCH: A Reversibility Axis and Reset Oracle for Measuring the Reset-Free RL Cliffresearch area Methods and AlgorithmsPublished year 2026AuthorsRiyaaz Shaik, Chandru Venkataraman; DACA-GRPO: Denoising-Aware Credit Assignment for Reinforcement Learning in Diffusion Language Modelsresearch area Methods and Algorithms, research area Speech and Natural Language ProcessingPublished year 2026AuthorsAmin Karimi Monsefi†‡**, Dominic Culver‡, Nikhil Bhendawade, Lokesh Boominathan, Manuel R. Ciosici, Yizhe Zhang, Irina Belousova; Glyph: A Multi-Strategy Agentic System for Column Description and Sensitivity-Ontology Tagging of Enterprise Data Catalogsresearch area Data Science and Annotation, research area PrivacyPublished year 2026AuthorsKostia Kudriavtsev, Parvez Rafi, Sha Sundaram; How Value Induction Reshapes LLM Behaviourresearch area Human-Computer Interaction, research area Speech and Natural Language Processingconference ACL Rolling Review (ARR)Published year 2026AuthorsArnav Arora†**, Natalie Schluter, Katherine Metcalf‡, Maartje ter Hoeve‡; Shared Selective Persistent Memory for Agentic LLM Systemsresearch area Speech and Natural Language Processing, research area Tools, Platforms, Frameworksconference EMNLPPublished year 2026AuthorsSanjana Pedada, Aditya Dhavala, Neelraj Patil; Trajectory as the Teacher: Few-Step Discrete Flow Matching via Energy-Navigated Distillationresearch area Methods and Algorithms, research area Speech and Natural Language ProcessingPublished year 2026AuthorsAmin Karimi Monsefi†**, Dominic Culver, Nikhil Bhendawade, Manuel R. Ciosici, Yizhe Zhang, Irina Belousova; DiscoSign: Discourse-Aware Text to Sign Language Gloss Translationresearch area Accessibility, research area Speech and Natural Language Processingconference EMNLPPublished year 2026AuthorsVasileios Baltatzis‡, Mert Inan‡†**, Connor Gillis, Raja Kushalnagar§**, Lorna Quandt§**, Leah Findlater, Colin Lea; Putting Captions to the Test: Evaluating Video Caption Quality through Multiple-Choice Question Answeringresearch area Computer Vision, research area Data Science and Annotationconference ACLPublished year 2026AuthorsZizhen Wang, Bo Feng, Zhengfeng Lai†**, Shiyu Li, Yang Lu, Meng Cao, Ping Huang, Simon Wang; SimpleDesign: A Joint Model for Protein Sequence and Structure Codesignresearch area Methods and AlgorithmsTransactions on Machine Learning Research (TMLR)Published year 2026AuthorsJiarui Lu†**, Yuyang Wang, Yizhe Zhang**, Jiatao Gu**, Navdeep Jaitly**, Joshua M. Susskind, Miguel Ángel Bautista; REFACTOR-VLA: Unsupervised Library Learning of Typed Motor Programsresearch area Computer Vision, research area Methods and AlgorithmsPublished year 2026AuthorsRiyaaz Shaik, Chandru Venkataraman; Agent Seer: Synthesizing Scenarios from Specification Understandingresearch area Data Science and Annotation, research area Tools, Platforms, FrameworksPublished year 2026AuthorsHarish Karumuri, Mahesh Vemula, David Lopes Pegna; LLMs Are Not (Consistently) Bayesian: Quantifying Internal (In)consistencies of LLMs’ Probabilistic Beliefsresearch area Methods and AlgorithmsPublished year 2026AuthorsChacha Chen‡, Matthew Jörke†‡**, Adam Goliński, Masha Fedzechkina, Guillermo Sapiro, Sinead Williamson, Nicholas Foti; From Preferences to Principles: Rubric-Based Alignment for Grounded Knowledge Answersresearch area Methods and Algorithms, research area Speech and Natural Language ProcessingPublished year 2026AuthorsAman Saini, Priyanshu Kumar, Eric Peng, Kai Yuan, Harsh Girase, Wanming Chen; IDEA Prune: An Integrated Enlarge-and-Prune Pipeline in Generative Language Model Pretrainingresearch area Methods and Algorithms, research area Speech and Natural Language ProcessingPublished year 2026AuthorsYixiao Li†**, Xianzhi Du, Ajay Jaiswal‡**, Tao Lei, Tuo Zhao†, Chong Wang, Jianyu Wang; Luce: Relightable Gaussians for 3D Asset Generationresearch area Computer VisionPublished year 2026AuthorsMayank Singh, Michele Stoppa, Alvise Memo, Rui Yu, Sree Harsha Kalli, Srimanth Gunturi, Muhammad Ahmed Riaz, Behrooz Shahsavari, Waleed Abdulla, David E. Jacobs; PROOF-Gen: From Optimized Data to Better Distillationresearch area Speech and Natural Language Processing, research area Tools, Platforms, Frameworksconference EMNLPPublished year 2026AuthorsAnh Ta, Junjie Zhu, Shahin Shayandeh; STARFlow2: Bridging Language Models and Normalizing Flows for Unified Multimodal Generationresearch area Computer Vision, research area Methods and AlgorithmsPublished year 2026AuthorsYing Shen†**, Tianrong Chen, Yuan Gao, Yizhe Zhang, Yuyang Wang, Miguel Angel Bautista Martin, Shuangfei Zhai, Josh Susskind, Jiatao Gu; Beyond Visual CoT: Internalized Visual Thinking for Proactive Video Reasoningresearch area Computer Vision, research area Methods and AlgorithmsPublished year 2026AuthorsXiaoyu Zhu, Xinke Deng, Suresh Taddewadikar, Arnab Kumar Mondal, Zhongyu Jiang, Ian Fasel, Joerg Liebelt; Multilingual Knowledge Transfer under Data Constraints via Lexical Interventionsresearch area Speech and Natural Language ProcessingPublished year 2026AuthorsAnastasiia Sedova, Natalie Schluter*, Skyler Seto*, Maartje ter Hoeve*; Progressive Refinement: An Iterative Pseudo-Labeling Approach for Mandarin-English Code-Switching ASRresearch area Data Science and Annotation, research area Speech and Natural Language ProcessingPublished year 2026AuthorsQu Yang†**, Cakra Wardhana, Tim Ng; Scaling Laws for Mixture Pretraining Under Data Constraintsresearch area Methods and Algorithms, research area Speech and Natural Language ProcessingPublished year 2026AuthorsAnastasiia Sedova, Skyler Seto, Natalie Schluter, Pierre Ablin; Examining Human-Like Behaviors in LLMs: A Multi-Dimensional Analysis of Model Behaviors, User Factors, and System Promptsresearch area Data Science and Annotation, research area Human-Computer InteractionPublished year 2026AuthorsSunnie S. Y. Kim, Margit Bowler, Leon A Gatys; The P-Completeness of Inverted Index Traversal: On the Complexity of Evaluating Boolean Query DAGsresearch area Methods and AlgorithmsPublished year 2026AuthorsAmir Aavani; A Specialized Semismooth Newton Method for Kernel-Based Optimal Transportresearch area Methods and Algorithmsconference AISTATSPublished year 2026AuthorsTianyi Lin†, Marco Cuturi, Michael I. Jordan‡; GRPO Beyond English: A Large-Scale Study of GRPO in Non-English and Multilingual Settingsresearch area Speech and Natural Language ProcessingPublished year 2026AuthorsKonstantin Dobler†**, Federico Scozzafava, Jonathan Janke, Mohamed Ali, Simon Lehnerer; MVICAD2: Multi-View Independent Component Analysis with Delays and Dilationsresearch area Methods and Algorithmsconference IEEE Transactions on Biomedical EngineeringPublished year 2026AuthorsAmbroise Heurtebise†, Omar Chehab‡, Pierre Ablin, Alexandre Gramfort†; When Unlearning Is Free: Leveraging Low Influence Points to Reduce Computational Costsresearch area Data Science and Annotation, research area PrivacyPublished year 2026AuthorsUdi Wieder, Vitaly Feldman, Robert Fisher, Anat Kleiman†**; Arbitrage: Efficient Reasoning via Advantage-Aware Speculationresearch area Speech and Natural Language ProcessingPublished year 2026AuthorsMonishwaran Maheswaran†*, Rishabh Tiwari†*, Yuezhou Hu†*, Kerem Dilmen†, Coleman Hooper†, Haocheng Xi†, Nicholas Lee†, Mehrdad Farajtabar, Michael W. Mahoney†‡§, Kurt Keutzer†, Amir Gholami†‡; Beyond Next-Token Prediction: A Performance Characterization of Diffusion versus Autoregressive Language Modelsresearch area Speech and Natural Language ProcessingPublished year 2026AuthorsMinseo Kim†, Coleman Hooper‡, Aditya Tomar‡, Chenfeng Xu‡††, Mehrdad Farajtabar, Michael W. Mahoney‡§¶, Kurt Keutzer‡, Amir Gholami‡§*; Scaling Categorical Flow Mapsresearch area Speech and Natural Language ProcessingPublished year 2026AuthorsOscar Davis†**, Anastasiia Filippova, Victor Turrisi, Amitis Shidani, Pierre Ablin, Marco Cuturi, Louis Béthune; DeepAmbigQA: Ambiguous Multi-hop Questions for Benchmarking LLM Answer Completenessresearch area Knowledge Bases and Search, research area Speech and Natural Language ProcessingPublished year 2026AuthorsJiabao Ji†**, Min Li, Priyanshu Kumar, Shiyu Chang†, Saloni Potdar; Locking Pretrained Weights via Deep Low-Rank Residual Distillationresearch area Methods and AlgorithmsPublished year 2026AuthorsKeitaro Sakamoto†**, Pierre Ablin, Federico Danieli, Marco Cuturi; Taming Outlier Tokens in Diffusion Transformersresearch area Computer Vision, research area Speech and Natural Language ProcessingPublished year 2026AuthorsXiaoyu Wu†*, Yifei Wang†*, Tsu-Jui Fu, Liang-Chieh Chen, Zhe Gan, Chen Wei†; Understanding Alignment in Multimodal LLMs: A Comprehensive Studyresearch area Computer Vision, research area Speech and Natural Language ProcessingPublished year 2026AuthorsElmira Amirloo*, Jean-Philippe Fauconnier*, Christoph Roesmann*, Christian Kerl†, Rinu Boney†, Yusu Qian, Zirui Wang, Afshin Dehghan, Yinfei Yang, Zhe Gan, Peter Grasch; Dimensionality Reduction Meets Network Science: Sensemaking on UMAP’s kNN Graphresearch area Human-Computer Interaction, research area Methods and AlgorithmsPublished year 2026AuthorsDuen Horng (Polo) Chau, Donghao Ren, Fred Hohman, Dominik Moritz; MoMo: Dial Motion Mode in Robot Manipulation with Spatiotemporal Action Tokenizationresearch area Human-Computer Interaction, research area Methods and AlgorithmsPublished year 2026AuthorsYuhan Hu, Hugues Thomas, Peide Huang, Mouli Sivapurapu, Benoit Landry, Arto Kivila; Memory Efficient Audio Synthesis with Decoupled Temporal Depth Diffusion Transformersresearch area Methods and Algorithms, research area Speech and Natural Language ProcessingPublished year 2026AuthorsDongseong Hwang*, Prasanth Yadla*, Kaan Elgin*, Shifas Padinjaru Veettil, Sivanand Achanta, Dipjyoti Paul, Ramya Rasipuram, Tyler Johnson, Emad Soroush, Chung-Cheng Chiu, Zhifeng Chen; GH-ESD: Grounded Hypothesis-Driven Error Slice Discovery for Instance-Level Vision Tasksresearch area Computer Vision, research area Tools, Platforms, Frameworksconference ECCVPublished year 2026AuthorsWei Zhang*, Chaoqun Wang*, Zixuan Guan, Ping Sheng Kao, Pengfei Zhao, Peng Wu, Sifeng He; LEAD: Breaking the No-Recovery Bottleneck in Long-Horizon Reasoningresearch area Methods and Algorithms, research area Speech and Natural Language ProcessingPublished year 2026AuthorsDenys Pushkin†, Emmanuel Abbé†; Accelerating Text-to-Video Generation with Calibrated Sparse Attentionresearch area Computer Visionconference ECCVPublished year 2026AuthorsShai Yehezkel†**, Shahar Yadin, Noam Elata, Yaron Ostrovsky-Berman, Bahjat Kawar; Environment-free Synthetic Data Generation for API-Calling Agentsresearch area Methods and AlgorithmsPublished year 2026AuthorsSeanie Lee, Sanjoy Chowdhury, Chao Jiang, Cheng-Yu Hsieh, Ting-Yao Hu, Alexander T Toshev, Oncel Tuzel, Raviteja Vemulapalli; Length Value Model: Scalable Value Pretraining for Token-Level Length Modelingresearch area Computer Vision, research area Speech and Natural Language ProcessingPublished year 2026AuthorsZhen Zhang†, Changyi Yang‡§, Zijie Xia§, Zhen Yang, Chengzhi Liu†, Zhaotiao Weng†, Yepeng Liu†, Haobo Chen†, Jin Pan¶§, Chenyang Zhao§, Yuheng Bu†, Alkesh Patel, Zhe Gan, Xin Eric Wang†; LVSum: A Benchmark for Timestamp-Aware Long Video Summarizationresearch area Computer Vision, research area Data Science and AnnotationPublished year 2026AuthorsAlkesh Patel*, Melis Ozyildirim*, Ying-Chang Cheng, Ganesh Nagarajan; RayRoPE: Projective Ray Positional Encoding for Multi-View Attentionresearch area Computer Visionconference ECCVPublished year 2026AuthorsYu Wu†, Minsik Jeon†, Jen-Hao Rick Chang, Oncel Tuzel, Shubham Tulsiani†; Show Me Examples: Inferring Visual Concepts from Image Setsresearch area Computer Vision, research area Methods and Algorithmsconference ECCVPublished year 2026AuthorsNick Stracke†, Kolja Bauer†, Josh Susskind, Miguel Angel Bautista Martin, Björn Ommer†; When Unlearning Is Free: Leveraging Low Influence Points to Reduce Computational Costsresearch area Data Science and Annotation, research area PrivacyPublished year 2026AuthorsAnat Kleiman†**, Robert Fisher, Ben Deaner‡, Udi Wieder, Vitaly Feldman; Doubly Sub-linear Interactive Proofs of Proximityresearch area Methods and Algorithms, research area Privacyconference Innovations in Theoretical Computer Science (ITCS)Published year 2026AuthorsNoga Amir†, Oded Goldreich†, Guy N. Rothblum; Embarrassingly Simple Self-Distillation Improves Code Generationresearch area Speech and Natural Language ProcessingPublished year 2026AuthorsRuixiang Zhang, Richard He Bai, Huangjie Zheng, Navdeep Jaitly, Ronan Collobert, Yizhe Zhang; Interactive Proofs for General Distribution Propertiesresearch area Methods and Algorithmsconference FOCSPublished year 2026AuthorsTal Herman†**, Guy N. Rothblum; Location-Invariant Properties of Functions Versus Properties of Distributions: United in Testing but Separated in Verificationresearch area Methods and AlgorithmsPublished year 2026AuthorsOded Goldreich†, Guy N. Rothblum; Personalizing Incremental Video Search with Hybrid Text and ID Embeddingsresearch area Knowledge Bases and Search, research area Methods and Algorithmsconference RecSysPublished year 2026AuthorsVivek Kanojiya, Vishalaksh Aggarwal, Daeho Baek, Lyndon Kennedy, Xuetao Yin; CLaRa: Bridging Retrieval and Generation with Continuous Latent Reasoningresearch area Speech and Natural Language ProcessingPublished year 2026AuthorsJie He†**, Richard He Bai, Sinead Williamson, Jeff Z. Pan†, Navdeep Jaitly, Yizhe Zhang; One Layer Is Enough: Adapting Pretrained Visual Encoders for Image Generationresearch area Computer Visionconference CVPRPublished year 2026AuthorsYuan Gao, Chen Chen, Tianrong Chen, Jiatao Gu; Uncertainty Quantification for LLM Function-Callingresearch area Methods and Algorithms, research area Speech and Natural Language ProcessingPublished year 2026AuthorsZihuiwen Ye†*, Lukas Aichberger†*, Michael Kirchhof, Sinead Williamson, Luca Zappella, Yarin Gal†, Arno Blaas‡, Adam Goliński‡; Multilingual Semantic Retrieval for Apple Music Searchresearch area Knowledge Bases and Search, research area Methods and Algorithmsconference RecSysPublished year 2026AuthorsVishalaksh Aggarwal*, Kevin Sebastian*, Vivek Kanojiya, Leo Le, Nick Tucey, Santosh Shankar; Proactive Agent Research Environment: Simulating Active Users to Evaluate Proactive Assistantsresearch area Computer Vision, research area Speech and Natural Language ProcessingPublished year 2026AuthorsDeepak Nathani†, Cheng Zhang‡, Chang Huan†, Jiaming Shan†, Yinfei Yang**, Alkesh Patel, Zhe Gan, William Yang Wang†, Michael Saxon§, Xin Eric Wang†; Behavioral Privacy Leakage in Agentic Negotiation: Formalizing and Mitigating Inference Attacks via Randomized Policiesresearch area Methods and Algorithms, research area Privacyconference International Conference on Availability, Reliability and Security (ARES)Published year 2026AuthorsBarkha Rani; Incentivizing Temporal-Awareness in Egocentric Video Understanding Modelsresearch area Computer Vision, research area Methods and AlgorithmsPublished year 2026AuthorsZhiyang Xu†**, Tian Qin‡**, Bowen Jin§**, Zhengfeng Lai¶**, Meng Cao, Lifu Huang¶, Peng Zhang; Recursive Language Models Meet Uncertainty: The Surprising Effectiveness of Self-Reflective Program Search for Long Contextresearch area Speech and Natural Language ProcessingPublished year 2026AuthorsKeivan Alizadeh*, Parshin Shojaee*, Minsik Cho, Mehrdad Farajtabar; Unmasking On-Policy Distillation: Where It Helps, Where It Hurts, and Whyresearch area Methods and Algorithms, research area Speech and Natural Language ProcessingPublished year 2026AuthorsMohammadreza Armandpour*, Fatih Ilhan*, David Harrison, Ajay Jaiswal, Duc N.M Hoang, Fartash Faghri, Yizhe Zhang, Minsik Cho, Mehrdad Farajtabar; A Single Neuron Is Sufficient to Bypass Safety Alignment in Large Language Modelsresearch area Speech and Natural Language ProcessingPublished year 2026AuthorsHamid Kazemi‡, Atoosa Chegini‡†**, Maria Safi; DynaMiCS: Fine-Tuning LLMs with Performance Constraints Using Dynamic Mixturesresearch area Methods and Algorithms, research area Speech and Natural Language ProcessingPublished year 2026AuthorsEleonora Gualdoni, Sonia Laguna†**, Louis Béthune, Joao Monteiro, Pierre Ablin, Marco Cuturi; FlowEval: Reference-Based Evaluation of Generated User Interfacesresearch area Human-Computer Interaction, research area Methods and AlgorithmsPublished year 2026AuthorsJason Wu†**, Priyan Vaithilingam, Eldon Schoop, Jeffrey Nichols, Titus Barik; LensVLM: Selective Context Expansion for Compressed Visual Representation of Textresearch area Computer Vision, research area Speech and Natural Language ProcessingPublished year 2026AuthorsRoy Xie†, Dan Friedman, Donghan Yu, Bowen Pan, Christopher Fifty, Jang-Hyun Kim, Xianzhi Du, Zhe Gan, Vivek Rathod, Bhuwan Dhingra†; MT-EditFlow: Reinforcement Learning for Multi-Turn Image Editing with Flow Matchingresearch area Computer Vision, research area Speech and Natural Language ProcessingPublished year 2026AuthorsJiahui Huang*, Yasi Zhang†*, Tianyu Chen‡, Shu Wang, Jianwen Xie§, Oscar Leong†, Mingyuan Zhou‡, Nanzhu Wang, Ying Nian Wu†; Taming Text-to-Sounding Video Generation via Advanced Modality Condition and Interactionresearch area Computer Visionconference ECCVPublished year 2026AuthorsKaisi Guan†‡**, Xihua Wang†‡, Zhengfeng Lai, Xin Cheng†, Peng Zhang, Xiaojiang Liu, Ruihua Song†, Meng Cao; Weblica: Scalable and Reproducible Training Environments for Visual Web Agentsresearch area Computer VisionPublished year 2026AuthorsOğuzhan Fatih Kar, Roman Bachmann, Yuanzheng Gong, Anders Boesen Lindbo Larsen, Afshin Dehghan; Fortress: A Case Study in Stabilizing Search Recommendations via Temporal Data Augmentation and Feature Pruningresearch area Data Science and Annotation, research area Methods and Algorithmsconference IEEE SoutheastConPublished year 2026AuthorsMilind Pandurang Jagre, Jia Huang**, Dayvid V. R. Oliveira, Zhinan Cheng**, Babak Seyed Aghazadeh**, Puja Das, Chris Alvino, Jinda Han, Kailash Thiyagarajan; Path-Constrained Mixture-of-Expertsresearch area Methods and Algorithms, research area Speech and Natural Language ProcessingPublished year 2026AuthorsZijin Gu, Tatiana Likhomanenko, Vimal Thilak, Jason Ramapuram†**, Navdeep Jaitly†**; Revisiting ASR Error Correction with Specialized Modelsresearch area Methods and Algorithms, research area Speech and Natural Language ProcessingPublished year 2026AuthorsZijin Gu, Tatiana Likhomanenko, Richard He Bai, Erik McDermott, Ronan Collobert, Navdeep Jaitly†**; Scaling Properties of Continuous Diffusion Spoken Language Modelsresearch area Methods and Algorithms, research area Speech and Natural Language Processingconference InterspeechPublished year 2026AuthorsJason Ramapuram†‡**, Eeshan Gunesh Dhekane‡, Amitis Shidani‡, Dan Busbridge, Bogdan Mazoure†**, Zijin Gu, Russ Webb, Tatiana Likhomanenko§, Navdeep Jaitly†§**; Segmental Attention Decoding with Long Form Acoustic Encodingsresearch area Methods and Algorithms, research area Speech and Natural Language Processingconference InterspeechPublished year 2026AuthorsPawel Swietojanski, Xinwei Li, Mingbin Xu, Takaaki Hori, Dogan Can, Xiaodan Zhuang; TopoPrimer: The Missing Topological Context in Forecasting Modelsresearch area Data Science and Annotation, research area Methods and AlgorithmsPublished year 2026AuthorsZara Zetlin, Kayhan Moharreri, Maria Safi; Understanding Annotator Safety Policy with Interpretabilityresearch area Fairness, research area Methods and Algorithmsconference ACM Conference on Fairness, Accountability, and TransparencyPublished year 2026AuthorsAlex Oesterling†**, Donghao Ren, Yannick Assogba, Dominik Moritz, Sunnie S. Y. Kim, Leon Gatys‡, Fred Hohman‡; (1D) Ordered Tokens Enable Efficient Test-Time Searchresearch area Computer Visionconference ICMLPublished year 2026AuthorsZhitong Gao†, Parham Rezaei†, Ali Cy†, Mingqiao Ye†, Nataša Jovanović†, Jesse Allardice, Afshin Dehghan, Amir Zamir†, Roman Bachmann†*, Oğuzhan Fatih Kar†*; Amortizing Maximum Inner Product Search with Learned Support Functionsresearch area Knowledge Bases and Search, research area Methods and Algorithmsconference ICMLPublished year 2026AuthorsTheo X. Olausson†**, João Monteiro, Michal Klein, Marco Cuturi; Annotations Mitigate Post-Training Mode Collapseresearch area Methods and Algorithms, research area Speech and Natural Language Processingconference ICMLPublished year 2026AuthorsJacob Mitchell Springer†**, Madhu Advani, Lukas Aichberger‡**, Arwen Bradley, Eran Malach, Omid Saremi, Sinead Williamson, Preetum Nakkiran, Etai Littwin, Aditi Raghunathan†; Anti-Causal Domain Generalization: Leveraging Unlabeled Dataresearch area Methods and Algorithmsconference ICMLPublished year 2026AuthorsSorawit Saengkyongam†, Juan L. Gamella, Andrew C. Miller†, Jonas Peters‡, Nicolai Meinshausen‡, Christina Heinze-Deml†; Balanced LoRA: Removing Parameter Invariance to Accelerate Convergenceresearch area Methods and Algorithmsconference ICMLPublished year 2026AuthorsValérie Castin†‡, Kimia Nadjahi†‡, Pierre Ablin, Gabriel Peyr醇; Conformal Thinking: Risk Control for Reasoning on a Compute Budgetresearch area Speech and Natural Language Processingconference ICMLPublished year 2026AuthorsXi Wang†*, Anushri Suresh†*, Alvin Zhang†*, Rishi More†*, William Jurayj†, Benjamin Van Durme†, Mehrdad Farajtabar, Daniel Khashabi†, Eric Nalisnick†; Device Passport: Enabling Spatio-Temporal Pretrained Models to Generalize Across Input Layoutsresearch area Health, research area Methods and Algorithmsconference ICMLPublished year 2026AuthorsGeeling Chau†**, Ran Liu, Juri Minxha, Wenhui Cui, Erdrin Azemi, Ellen L. Zippi, Behrooz Mahasseni, Christopher Michael Sandino; Emergent Symbolic Structure in Health Foundation Models: Extraction, Alignment, and Cross-Modal Transferresearch area Health, research area Methods and AlgorithmsWorkshop at ICMLPublished year 2026AuthorsGajendra Katuwal, Advait Koparkar, Salar Abbaspourazad, Anshuman Mishra, Sarvesh Kirthivasan; Flexible Routing via Uncertainty Decompositionresearch area Methods and Algorithmsconference NeurIPS, Workshop at ICMLPublished year 2026AuthorsCharlotte Peale†**, Siddartha Devic‡**, Parikshit Gopalan, Udi Wieder, Aravind Gollakota; Learning from Self Critique and Refinement for Faithful LLM Summarizationresearch area Methods and Algorithms, research area Speech and Natural Language Processingconference ICMLPublished year 2026AuthorsTing-Yao Hu, Hema Swetha Koppula, Hadi Pouransari, Cem Koc, Oncel Tuzel, Raviteja Vemulapalli; Learning Structured Reasoning via Tractable Trajectory Controlresearch area Computer Vision, research area Speech and Natural Language Processingconference ICMLPublished year 2026AuthorsPo-Nien Kung†, Zhen Yang, Jeffrey Luo†, Cheng-Fu Yang†, Haikang Deng†, Zi-Yi Dou†**, Yinfei Yang**, Nanyun Peng†, Zhe Gan, Kai-Wei Chang†; Learning Unmasking Policies for Diffusion Language Modelsresearch area Methods and Algorithms, research area Speech and Natural Language Processingconference ICMLPublished year 2026AuthorsMetod Jazbec*†, Theo X. Olausson*‡, Louis Béthune, Pierre Ablin, Michael Kirchhof, João Monteiro, Victor Turrisi, Jason Ramapuram, Marco Cuturi; MemoryLLM: Plug-n-Play Interpretable Feed-Forward Memory for Transformersresearch area Methods and Algorithmsconference ICMLPublished year 2026AuthorsAjay Jaiswal, Lauren Hannah, Han-Byul Kim, Duc Hoang, Arnav Kundu, Mehrdad Farajtabar, Minsik Cho; MODUS: Decoder-only Any-to-Any Modeling of Diverse Modalitiesresearch area Computer Visionconference ICMLPublished year 2026AuthorsMingqiao Ye†¶, Zhaochong An†‡¶, Zhitong Gao†, Xian Liu§, Oğuzhan Fatih Kar†, Jesse Allardice, Roman Bachmann†, David Mizrahi, François Fleuret††, Chuan Li‡‡, Amir Zadeh‡‡, Serge Belongie‡, Afshin Dehghan, Amir Zamir†; Multi-Agent Teams Hold Experts Backresearch area Speech and Natural Language Processingconference ICMLPublished year 2026AuthorsAneesh Pappu†, Batu El†, Hancheng Cao‡, Carmelo di Nolfo, Yanchao Sun, Meng Cao, James Zou†; Normalized Rewards for Preference Learningresearch area Methods and Algorithmsconference ICMLPublished year 2026AuthorsShawn Im, Federico Danieli, Skyler Seto, Barry-John Theobald, Katherine Metcalf; On Robustness and Chain-of-Thought Consistency of RL-Finetuned VLMsresearch area Computer Vision, research area Speech and Natural Language Processingconference ICMLPublished year 2026AuthorsRosie Zhao†**, Anshul Shah, Xiaoyu Zhu, Xinke Deng, Zhongyu Jiang, Yang Yang‡**, Joerg Liebelt, Arnab Mondal; Residual Context Diffusion Language Modelsresearch area Speech and Natural Language Processingconference ICMLPublished year 2026AuthorsYuezhou Hu†*, Harman Singh†*, Monishwaran Maheswaran†*, Haocheng Xi†, Coleman Hooper†, Jintao Zhang†, Aditya Tomar†, Michael W. Mahoney†, Sewon Min†, Mehrdad Farajtabar, Kurt Keutzer†, Amir Gholami†‡, Chenfeng Xu†‡; Sparse Autoencoders Are Capable LLM Jailbreak Mitigatorsresearch area Speech and Natural Language ProcessingWorkshop at ICMLPublished year 2026AuthorsYannick Assogba, Jacopo Cortellazzi, Javier Abad†**, Pau Rodriguez, Xavier Suau, Arno Blaas; VideoFlexTok: Flexible-Length Coarse-to-Fine Video Tokenizationresearch area Computer Visionconference ICMLPublished year 2026AuthorsAndrei Atanov+**, Jesse Allardice, Roman Bachmann+, Oğuzhan Fatih Kar+, Devon Hjelm, David Griffiths, Peter Fu, Afshin Dehghan, Amir Zamir+; Metric-Dependent Annotation Saturation for Learning from Label Distributionsresearch area Data Science and Annotation, research area Speech and Natural Language ProcessingPublished year 2026AuthorsGuneet Kohli; Nine Judges, Two Effective Votes: Correlated Errors Undermine LLM Evaluation Panelsresearch area Data Science and Annotation, research area Speech and Natural Language ProcessingPublished year 2026AuthorsGuneet Kohli; VSAS-Bench: Real-Time Evaluation of Visual Streaming Assistant Modelsresearch area Computer Vision, research area Data Science and Annotationconference CVPRPublished year 2026AuthorsPavan Kumar Anasosalu Vasu*, Cem Koc*, Fartash Faghri*, Chun-Liang Li, Bo Feng, Zhengfeng Lai, Meng Cao, Oncel Tuzel, Hadi Pouransari*; EpiCache: Episodic KV Cache Management for Long-Term Conversation on Resource-Constrained Environmentsresearch area Methods and Algorithms, research area Speech and Natural Language Processingconference ICMLPublished year 2026AuthorsMinsoo Kim, Arnav Kundu, Han-Byul Kim, Richa Dixit, Minsik Cho; BalCapRL: A Balanced Framework for RL-Based MLLM Image Captioningresearch area Computer Vision, research area Methods and AlgorithmsPublished year 2026AuthorsShaokai Ye, Vasileios Saveris, Yihao Qian, Jiaming Hu, Elmira Amirloo, Peter Grasch; Large-Scale High-Quality 3D Gaussian Head Reconstruction from Multi-View Capturesresearch area Computer Visionconference ECCVPublished year 2026AuthorsEvangelos Ntavelis, Sean Wu†**, Mohamad Shahbazi, Fabio Maninchedda**, Dmitry Kostiaev, Artem Sevastopolsky, Vittorio Megaro, Trevor Phillips, Alejandro Blumentals, Shridhar Ravikumar, Mehak Gupta, Reinhard Knothe, Jeronimo Bayer, Matthias Vestner, Simon Schaefer, Thomas Etterlin, Christian Zimmermann, Mathias Deschler, Peter Kaufmann, Stefan Brugger, Sebastian Martin, Brian Amberg, Tom Runia; RVPO: Risk-Sensitive Alignment via Variance Regularizationresearch area Methods and Algorithms, research area Speech and Natural Language ProcessingPublished year 2026AuthorsIvan Montero, Tomasz Jurczyk, Bhuwan Dhingra; Velox: Learning Representations of 4D Geometry and Appearanceresearch area Computer Visionconference CVPRPublished year 2026AuthorsAnagh Malik†, Dorian Chan, Xiaoming Zhao, David B. Lindell†, Oncel Tuzel, Jen-Hao Rick Chang; Text-Conditional JEPA for Learning Semantically Rich Visual Representationsresearch area Computer Vision, research area Methods and Algorithmsconference ICMLPublished year 2026AuthorsChen Huang, Xianhang Li, Vimal Thilak, Etai Littwin, Josh Susskind; What Matters in Practical Learned Image Compressionresearch area Computer Visionconference CVPRPublished year 2026AuthorsKedar Tatwawadi, Parisa Rahimzadeh, Zhanghao Sun, Zhiqi Chen, Ziyun Yang, Sanjay Nair, Divija Hasteer, Oren Rippel; From Where Things Are to What They’re For: Benchmarking Spatial–Functional Intelligence for Multimodal LLMsresearch area Computer Visionconference CVPRPublished year 2026AuthorsLe Zhang†**, Jihan Yang‡, Soundarya Krishnan, Jimit Majmudar, Xiou Ge, Prasoon Puri, Prathamesh Saraf, Shruti Bhargava, Dhivya Piraviperumal, Yinan Ling, Cindy Pan, Hong Yu, Aishwarya Agrawal†, Bo-Hsiang Tseng; Normalizing Flows with Iterative Denoisingresearch area Computer Vision, research area Methods and Algorithmsconference ICMLPublished year 2026AuthorsTianrong Chen, Jiatao Gu, David Berthelot, Joshua Susskind, Shuangfei Zhai; SpecMD: A Comprehensive Study on Speculative Expert Prefetchingresearch area Methods and Algorithms, research area Tools, Platforms, Frameworksconference ICMLPublished year 2026AuthorsDuc Hoang, Ajay Jaiswal, Mohammad Samragh Razlighi, Minsik Cho; Stochastic KV Routing: Enabling Adaptive Depth-Wise Cache Sharingresearch area Methods and Algorithms, research area Speech and Natural Language ProcessingPublished year 2026AuthorsAnastasiia Filippova, David Grangier, Marco Cuturi, João Monteiro; PORTool: Importance-Aware Policy Optimization with Rewarded Tree for Multi-Tool-Integrated Reasoningresearch area Speech and Natural Language Processing, research area Tools, Platforms, FrameworksPublished year 2026AuthorsFeijie Wu†**, Weiwu Zhu, Yuxiang Zhang, Soumya Chatterjee, Jiarong Zhu, Fan Mo, Rong Luo, Jing Gao†; Reinforced Agent: Inference-Time Feedback for Tool-Calling Agentsresearch area Methods and Algorithms, research area Tools, Platforms, FrameworksWorkshop at ACLPublished year 2026AuthorsAnh Ta, Junjie Zhu, Shahin Shayandeh; Bootstrapping Sign Language Annotations with Sign Language Modelsresearch area Accessibility, research area Computer Visionconference CVPRPublished year 2026AuthorsColin Lea, Vasileios Baltatzis, Connor Gillis, Raja Kushalnagar†**, Lorna Quandt†**, Leah Findlater; STARFlow-V: End-to-End Video Generative Modeling with Normalizing Flowsresearch area Computer Vision, research area Methods and Algorithmsconference CVPRPublished year 2026AuthorsJiatao Gu†, Ying Shen‡**, Tianrong Chen, Laurent Dinh, Yuyang Wang, Miguel Ángel Bautista, David Berthelot, Josh Susskind, Shuangfei Zhai; Adaptive Thinking: Large Language Models Know When to Think in Latent Spaceresearch area Methods and Algorithmsconference ICLRPublished year 2026AuthorsPingzhi Li†‡, Bairu Hou, Yun Zhu†, Yihao Feng, Ke Ye†, Tao Lei, Zhifeng Chen, Tianlong Chen‡, Xianzhi Du; DSO: Direct Steering Optimization for Bias Mitigationresearch area Fairness, research area Methods and Algorithmsconference CVPRPublished year 2026AuthorsLucas Monteiro Paes‡, Nivedha Sivakumar‡, Oliver Wang†‡**, Masha Fedzechkina, Barry-John Theobald, Luca Zappella, Nicholas Apostoloff; LaDiR: Latent Diffusion Enhances LLMs for Text Reasoningresearch area Speech and Natural Language Processingconference ICLRPublished year 2026AuthorsHaoqiang Kang†, Yizhe Zhang, Nikki Lijing Kuang†, Nicklas Majamaki†, Navdeep Jaitly, Yi-An Ma†, Lianhui Qin†; Local Mechanisms of Compositional Generalization in Conditional Diffusionresearch area Methods and Algorithmsconference ICMLPublished year 2026AuthorsArwen Bradley; StereoFoley: Object-Aware Stereo Audio Generation from Videoresearch area Tools, Platforms, Frameworksconference ICASSPPublished year 2026AuthorsTornike Karchkhadze†**, Kuan-Lin Chen, Mojtaba Heydari, Robert Henzel, Alessandro Toso, Mehrez Souden, Joshua Atkins; Learning Long-Term Motion Embeddings for Efficient Kinematics Generationresearch area Computer Vision, research area Methods and Algorithmsconference CVPRPublished year 2026AuthorsNick Stracke†‡, Kolja Bauer†‡, Stefan Andreas Baumann†‡, Miguel Ángel Bautista, Josh Susskind, Björn Ommer†‡; Can Large Language Models Understand Context?research area Speech and Natural Language Processingconference EACLPublished year 2026AuthorsYilun Zhu†**, Joel Ruben Antony Moniz, Shruti Bhargava, Jiarui Lu, Dhivya Piraviperumal, Site Li, Yuan Zhang, Hong Yu, Bo-Hsiang Tseng; What Do Your Logits Know? (The Answer May Surprise You!)research area Computer Vision, research area Methods and AlgorithmsPublished year 2026AuthorsMasha Fedzechkina, Eleonora Gualdoni, Rita Ramos, Sinead Williamson; MixAtlas: Uncertainty-aware Data Mixture Optimization for Multimodal LLM Midtrainingresearch area Computer Vision, research area Methods and AlgorithmsWorkshop at ICLRPublished year 2026AuthorsBingbing Wen**, Sirajul Salekin, Feiyang Kang†, Lucy Lu Wang‡, Bill Howe‡, Javier Movellan, Manjot Bilkhu; Cram Less to Fit More: Training Data Pruning Improves Memorization of Factsresearch area Speech and Natural Language Processingconference ICML, Workshop at ICLRPublished year 2026AuthorsJiayuan Ye, Vitaly Feldman, Kunal Talwar; Efficient Privacy Loss Accounting for Subsampling and Random Allocationresearch area Privacyconference ICMLPublished year 2026AuthorsVitaly Feldman, Moshe Shenfeld†; A Theoretical Framework for Acoustic Neighbor Embeddingsresearch area Data Science and Annotation, research area Speech and Natural Language ProcessingPublished year 2026AuthorsWoojay Jeon; LaCy: What Small Language Models Can and Should Learn is Not Just a Question of Lossresearch area Methods and AlgorithmsWorkshop at ICLRPublished year 2026AuthorsSzilvia Ujváry†**, Louis Béthune, Pierre Ablin, João Monteiro, Marco Cuturi, Michael Kirchhof; Governance-Aware Agent Telemetry for Closed-Loop Enforcement in Multi-Agent AI Systemsresearch area Methods and Algorithms, research area Tools, Platforms, FrameworksPublished year 2026AuthorsAnshul Pathak, Nishant Jain; SQUIRE: Interactive UI Authoring via Slot QUery Intermediate REpresentationsresearch area Human-Computer Interactionconference UISTPublished year 2026AuthorsAlan Leung, Ruijia Cheng, Jason Wu, Jeffrey Nichols, Titus Barik; Personalized Group Relative Policy Optimization for Heterogenous Preference Alignmentresearch area Methods and Algorithms, research area Speech and Natural Language ProcessingPublished year 2026AuthorsJialu Wang, Heinrich Peters, Asad A. Butt, Navid Hashemi, Alireza Hashemi, Pouya M. Ghari, Joseph Hoover, James Rae, Morteza Dehghani; ProText: A Benchmark Dataset for Measuring (Mis)gendering in Long-Form Textsresearch area Fairness, research area Speech and Natural Language ProcessingPublished year 2026AuthorsHadas Kotek, Margit Bowler, Patrick Sonnenberg, Yu'an Yang; Beyond Real Data: Synthetic Data through the Lens of Regularizationresearch area Methods and Algorithmsconference AISTATSPublished year 2026AuthorsAmitis Shidani†, Tyler Farghly†, Yang Sun‡, Habib Ganjgahi†‡, George Deligiannidis†; Entropy-Preserving Reinforcement Learningresearch area Methods and Algorithmsconference ICLRPublished year 2026AuthorsAleksei Petrenko‡, Ben Lipkin†‡**, Kevin Chen, Erik Wijmans, Marco Cusumano-Towner, Raja Giryes, Philipp Krähenbühl; Less Gaussians, Texture More: 4K Feed-Forward Textured Splattingresearch area Computer Visionconference ICLRPublished year 2026AuthorsYixing Lao†**, Xuyang Bai, Xiaoyang Wu†, Nuoyuan Yan, Zixin Luo, Tian Fang, Jean-Daniel Nahmias, Yanghai Tsin, Shiwei Li, Hengshuang Zhao†; Athena: Intermediate Representations for Iterative Scaffolded App Generation with an LLMresearch area Human-Computer Interaction, research area Tools, Platforms, Frameworksconference IUIPublished year 2026AuthorsJazbo Beason, Ruijia Cheng, Eldon Schoop, Jeffrey Nichols; To Infinity and Beyond: Tool-Use Unlocks Length Generalization in State Space Modelsresearch area Methods and Algorithms, research area Tools, Platforms, Frameworksconference ICLRPublished year 2026AuthorsEran Malach, Omid Saremi, Sinead Williamson, Arwen Bradley, Aryo Lotfi, Emmanuel Abbe, Josh Susskind, Etai Littwin; Drop-In Perceptual Optimization for 3D Gaussian Splattingresearch area Computer Vision, research area Methods and Algorithmsconference ECCVPublished year 2026AuthorsEzgi Özyılkan†‡, Zhiqi Chen‡, Oren Rippel, Jona Ballé†, Kedar Tatwawadi; Revisiting the Scaling Properties of Downstream Metrics in Large Language Model Trainingresearch area Methods and Algorithms, research area Speech and Natural Language Processingconference ICLRPublished year 2026AuthorsJakub Krajewski**, Amitis Shidani, Dan Busbridge, Sam Wiseman, Jason Ramapuram; Exclusive Self Attentionresearch area Methods and Algorithms, research area Speech and Natural Language ProcessingPublished year 2026AuthorsShuangfei Zhai; Thinking into the Future: Latent Lookahead Training for Transformersresearch area Methods and AlgorithmsWorkshop at ICLRPublished year 2026AuthorsLorenzo Noci**, Gregor Bachmann, Seyed-Mohsen Moosavi-Dezfooli, Moin Nabi; SafetyPairs: Isolating Safety Critical Image Features with Counterfactual Image Generationresearch area Computer Vision, research area Speech and Natural Language ProcessingWorkshop at ICLRPublished year 2026AuthorsAlec Helbling†**, Shruti Palaskar, Kundan Krishna, Polo Chau†, Leon Gatys‡, Joseph Yitan Cheng‡; Scaling Synthetic Task Generation for Agents via Explorationresearch area Data Science and Annotation, research area Methods and Algorithmsconference ICLRPublished year 2026AuthorsRam Ramrakhya**, Andrew Szot, Omar Attia, Yuhao Yang, Anh Nguyen, Bogdan Mazoure, Zhe Gan, Harsh Agrawal, Alexander Toshev; Trained on Tokens, Calibrated on Concepts: The Emergence of Semantic Calibration in LLMsresearch area Methods and Algorithmsconference ICLRPublished year 2026AuthorsPreetum Nakkiran, Arwen Bradley, Adam Goliński, Eugene Ndiaye, Michael Kirchhof, Sinead Williamson; Optimal Splitting of Language Models from Mixtures to Specialized Domainsresearch area Data Science and Annotation, research area Speech and Natural Language Processingconference ICML, Workshop at ICLRPublished year 2026AuthorsSkyler Seto, Pierre Ablin, Anastasiia Filippova, Jiayuan Ye†, Louis Béthune, Angelos Katharopoulos, David Grangier; Goldilocks RL: Tuning Task Difficulty to Escape Sparse Rewards for Reasoningresearch area Methods and AlgorithmsPublished year 2026AuthorsIlia Mahrooghi†, Aryo Lotfi, Emmanuel Abbe†; Prose2Policy (P2P): A Practical LLM Pipeline for Translating Natural-Language Access Policies into Executable Regoresearch area Privacy, research area Tools, Platforms, FrameworksPublished year 2026AuthorsVatsal Gupta, Darshan Sreenivasamurthy; AMES: Approximate Multi-modal Enterprise Search via Late Interaction Retrievalresearch area Computer Vision, research area Knowledge Bases and SearchPublished year 2026AuthorsTony Joseph, Carlos Pareja, David Lopes Pegna, Abhishek Singh; TrajTok: Learning Trajectory Tokens enables better Video Understandingresearch area Computer Visionconference CVPRPublished year 2026AuthorsChenhao Zheng†‡, Jieyu Zhang†‡, Jianing Zhang†, Weikai Huang†‡, Ashutosh Kumar§, Quan Kong§, Oncel Tuzel, Chun-Liang Li, Ranjay Krishna†‡; RubiCap: Rubric-Guided Reinforcement Learning for Dense Image Captioningresearch area Computer Vision, research area Data Science and AnnotationPublished year 2026AuthorsTzu-Heng Huang†**, Sirajul Salekin, Javier Movellan, Frederic Sala†, Manjot Bilkhu; mAceReason-Math: A Dataset of High-Quality Multilingual Math Problems Ready For RLVRresearch area Speech and Natural Language ProcessingPublished year 2026AuthorsKonstantin Dobler†**‡, Simon Lehnerer‡, Federico Scozzafava, Jonathan Janke, Mohamed Ali; Multilingual Reasoning Gym: Multilingual Scaling of Procedural Reasoning Environmentsresearch area Speech and Natural Language ProcessingPublished year 2026AuthorsKonstantin Dobler†**‡, Simon Lehnerer‡, Federico Scozzafava, Jonathan Janke, Mohamed Ali; LiTo: Surface Light Field Tokenizationresearch area Computer Vision, research area Methods and Algorithmsconference ICLRPublished year 2026AuthorsJen-Hao Rick Chang‡, Xiaoming Zhao‡, Dorian Chan, Oncel Tuzel; Flow Matching with Semidiscrete Couplingsresearch area Computer Vision, research area Methods and Algorithmsconference ICLRPublished year 2026AuthorsStephen Zhang**, Seyed Alireza Mousavi Hosseini**, Michal Klein, Marco Cuturi; GenCtrl -- A Formal Controllability Toolkit for Generative Modelsresearch area Methods and Algorithmsconference ICLRPublished year 2026AuthorsEmily Cheng†, Carmen Amo Alonso‡, Federico Danieli, Arno Blaas, Luca Zappella, Pau Rodríguez, Xavier Suau; Multi-Frequency Fusion for Robust Video Face Forgery Detectionresearch area Computer Vision, research area Methods and AlgorithmsPublished year 2026AuthorsMeng Cao, Yang Lu, Simon Wang, Jiulong Shan, Jun Qin†**, Steve Baek‡, Bhiksha Raj‡; EMBridge: Enhancing Gesture Generalization from EMG Signals through Cross-Modal Representation Learningresearch area Human-Computer Interaction, research area Methods and Algorithmsconference ICLRPublished year 2026AuthorsWenhui Cui†**, Christopher M. Sandino, Hadi Pouransar, Ran Liu, Juri Minxha, Ellen L. Zippi, Erdrin Azemi, Behrooz Mahasseni; Learning to Reason for Hallucination Span Detectionresearch area Methods and Algorithms, research area Speech and Natural Language Processingconference ICLRPublished year 2026AuthorsHsuan Su†, Ting-Yao Hu, Hema Swetha Koppula, Kundan Krishna, Hadi Pouransari, Cheng-Yu Hsieh, Cem Koc, Joseph Yitan Cheng, Oncel Tuzel, Raviteja Vemulapalli; On the Impossibility of Separating Intelligence from Judgment: The Computational Intractability of Filtering for AI Alignmentresearch area Methods and Algorithmsconference ICLRPublished year 2026AuthorsSarah Ball†, Greg Gluch‡, Shafi Goldwasser‡, Frauke Kreuter†§, Omer Reingold¶, Guy N. Rothblum; Scaling Search Relevance: Augmenting App Store Ranking with LLM-Generated Judgmentsresearch area Data Science and Annotation, research area Knowledge Bases and SearchPublished year 2026AuthorsEvangelia Christakopoulou, Vivekkumar Patel, Hemanth Velaga, Sandip Gaikwad, Sean Suchter, Venkat Sundaranatha; The Way We Notice, That's What Really Matters: Instantiating UI Components with Distinguishing Variationsresearch area Human-Computer Interactionconference CHIPublished year 2026AuthorsPriyan Vaithilingam, Alan Leung, Jeffrey Nichols, Titus Barik; A.R.I.S.: Automated Recycling Identification System for E-Waste Classification Using Deep Learningresearch area Computer VisionPublished year 2026AuthorsDhruv Talwar, Harsh Desai, Wendong Yin, Goutam Mohanty, Rafael Reveles; Closing the Gap Between Text and Speech Understanding in LLMsresearch area Speech and Natural Language Processingconference ICLRPublished year 2026AuthorsSantiago Cuervo†, Skyler Seto, Maureen de Seyssel, Richard He Bai, Zijin Gu, Tatiana Likhomanenko, Navdeep Jaitly, Zakaria Aldeneh; Constructive Circuit Amplification: Improving Math Reasoning in LLMs via Targeted Sub-Network Updatesresearch area Methods and Algorithms, research area Speech and Natural Language ProcessingPublished year 2026AuthorsNikhil Prakash†, Donghao Ren, Dominik Moritz, Yannick Assogba; AMUSE: Audio-Visual Benchmark and Alignment Framework for Agentic Multi-Speaker Understandingresearch area Computer Vision, research area Methods and Algorithmsconference CVPRPublished year 2026AuthorsSanjoy Chowdhury†, Karren D. Yang**, Xudong Liu, Fartash Faghri, Pavan Kumar Anasosalu Vasu, Oncel Tuzel, Dinesh Manocha†**, Chun-Liang Li**, Raviteja Vemulapalli; Beyond a Single Extractor: Re-thinking HTML-to-Text Extraction for LLM Pretrainingresearch area Methods and Algorithms, research area Speech and Natural Language Processingconference EACLPublished year 2026AuthorsJeffrey Li†**, Josh Gardner**, Doug Kang, Fangping Shi, Karanjeet Singh, Chun-Liang Li, Herumb Shandilya‡, David Hall‡, Oncel Tuzel, Percy Liang‡, Ludwig Schmidt‡, Hadi Pour Ansari, Fartash Faghri; depyf: Open the Opaque Box of PyTorch Compiler for Machine Learning Researchersresearch area Methods and Algorithms, research area Tools, Platforms, Frameworksconference Journal of Machine Learning Research (JMLR)Published year 2026AuthorsKaichao You**†, Runsheng Bai†, Meng Cao, Jianmin Wang†, Ion Stoica‡, Mingsheng Long†; The Potential of CoT for Reasoning: A Closer Look at Trace Dynamicsresearch area Methods and Algorithms, research area Speech and Natural Language Processingconference ICLRPublished year 2026AuthorsGregor Bachmann, Yichen Jiang, Seyed Mohsen Moosavi Dezfooli, Moin Nabi; Learning to Evict from Key-Value Cacheresearch area Methods and Algorithms, research area Speech and Natural Language Processingconference ICMLPublished year 2026AuthorsLuca Moschella, Laura Manduchi, Ozan Sener; Unifying Ranking and Generation in Query Auto-Completion via Retrieval-Augmented Generation and Multi-Objective Alignmentresearch area Knowledge Bases and Search, research area Methods and AlgorithmsPublished year 2026AuthorsKai Yuan, Anthony Zheng, Jia Hu, Divyanshu Sheth, Hemanth Velaga, Kylee Kim, Matteo Guarrera†, Besim Avci, Xuetao Yin, Jianhua Li, Rajyashree Mukherjee, Sean Suchter; Ferret-UI Lite: Lessons from Building Small On-Device GUI Agentsresearch area Computer Vision, research area Speech and Natural Language ProcessingPublished year 2026AuthorsZhen Yang, Zi-Yi Dou, Di Feng, Forrest Huang, Anh Nguyen, Keen You, Omar Attia, Yuhao Yang, Michael Feng, Haotian Zhang, Ram Ramrakhya, Chao Jia, Jeffrey Nichols, Alexander Toshev, Yinfei Yang, Zhe Gan; Models That Prove Their Own Correctnessresearch area Methods and Algorithms, research area Privacyconference NeurIPSPublished year 2026AuthorsNoga Amit†, Shafi Goldwasser†, Orr Paradise†, Guy N. Rothblum; Asynchronous Verified Semantic Caching for Tiered LLM Architecturesresearch area Knowledge Bases and Search, research area Methods and AlgorithmsPublished year 2026AuthorsAsmit Kumar Singh, Haozhe Wang, Laxmi Naga Santosh Attaluri, Tak Chiam, Weihua Zhu; A Small-Scale System for Autoregressive Program Synthesis Enabling Controlled Experimentationresearch area Methods and AlgorithmsPublished year 2026AuthorsRuss Webb, Jason Ramapuram**; Completed Hyperparameter Transfer across Modules, Width, Depth, Batch and Durationresearch area Methods and Algorithmsconference ICLRPublished year 2026AuthorsBruno Mlodozeniec†**, Pierre Ablin, Louis Béthune, Dan Busbridge, Michal Klein, Jason Ramapuram, Marco Cuturi; Faster Rates For Federated Variational Inequalitiesresearch area Methods and AlgorithmsPublished year 2026AuthorsGuanghui Wang†, Satyen Kale; Mapping the Design Space of User Experience for Computer Use Agentsresearch area Human-Computer Interaction, research area Tools, Platforms, Frameworksconference IUIPublished year 2026AuthorsRuijia Cheng, Jenny T. Liang†, Eldon Schoop, Jeffrey Nichols; Trace Length is a Simple Uncertainty Signal in Reasoning Modelsresearch area Speech and Natural Language ProcessingWorkshop at ICMLPublished year 2026AuthorsSiddhartha Devic†, Charlotte Peale‡, Arwen Bradley, Sinead Williamson, Preetum Nakkiran, Aravind Gollakota; Parallel Track Transformers: Enabling Fast GPU Inference with Reduced Synchronizationresearch area Methods and AlgorithmsPublished year 2026AuthorsChong Wang**, Nan Du**, Tom Gunter**, Tao Lei, Kulin Seth, Senyu Tong**, Jianyu Wang, Guoli Yin, Xiyou Zhou, Kelvin Zou**, Ruoming Pang**; How PARTs Assemble into Wholes: Learning the Relative Composition of Imagesresearch area Computer Vision, research area Methods and Algorithmsconference Northern Lights Deep Learning Conference (NLDL)Published year 2026AuthorsMelika Ayoughi†, Samira Abnar, Chen Huang, Chris Sandino, Sayeri Lala, Eeshan Gunesh Dhekane, Dan Busbridge, Shuangfei Zhai, Vimal Thilak, Josh Susskind, Pascal Mettes†, Paul Groth†, Hanlin Goh; VSSFlow: Unifying Video-conditioned Sound and Speech Generation via Joint Learningresearch area Methods and Algorithms, research area Speech and Natural Language ProcessingPublished year 2026AuthorsXin Cheng†, Yuyue Wang†, Xihua Wang†, Yihan Wu†, Kaisi Guan†, Yijing Chen†, Peng Zhang, Kieran Liu, Meng Cao, Ruihua Song†; A Reinforcement Learning Based Universal Sequence Design for Polar Codesresearch area Methods and AlgorithmsPublished year 2026AuthorsDavid Kin Wai Ho, Arman Fazeli, Mohamad M. Mansour, Louay M. A. Jalloul; Self-Supervised Learning with Gaussian Processesresearch area Methods and AlgorithmsPublished year 2026AuthorsYunshan Duan†, Sinead Williamson; Learning to Reason as Action Abstractions with Scalable Mid-Training RLresearch area Data Science and Annotation, research area Methods and Algorithmsconference ICLRPublished year 2026AuthorsShenao Zhang†**, Donghan Yu, Yihao Feng, Bowen Jin‡**, Zhaoran Wang†, John Peebles**, Zirui Wang; Principled Coarse-Grained Acceptance for Speculative Decoding in Speechresearch area Methods and Algorithms, research area Speech and Natural Language Processingconference ICASSPPublished year 2026AuthorsMoran Yanuka†, Paul Dixon, Eyal Finkelshttein, Daniel Rotman, Raja Giryes†; SelfReflect: Can LLMs Communicate Their Internal Answer Distribution?research area Speech and Natural Language Processingconference ICLR, conference ICMLPublished year 2026AuthorsMichael Kirchhoff, Luca Füger†, Adam Goliński, Eeshan Gunesh Dhekane, Arno Blaas, Seong Joon Oh‡, Sinead Williamson; VLSU: Mapping the Limits of Joint Multimodal Understanding for AI Safetyresearch area Computer Vision, research area Speech and Natural Language Processingconference ICLRPublished year 2026AuthorsShruti Palaskar, Leon Gatys, Mona Abdelrahman, Mar Jacobo, Larry Lindsey, Rutika Moharir, Gunnar Lund, Yang Xu, Navid Shiee, Jeffrey Bigham, Charles Maalouf, Joseph Yitan Cheng; DiffuCoder: Understanding and Improving Masked Diffusion Models for Code Generationresearch area Speech and Natural Language Processingconference ICLRPublished year 2026AuthorsShansan Gong†**, Ruixiang Zhang, Huangjie Zheng, Jiatao Gu, Navdeep Jaitly, Lingpeng Kong†**, Yizhe Zhang; ParaRNN: Unlocking Parallel Training of Nonlinear RNNs for Large Language Modelsresearch area Methods and Algorithms, research area Tools, Platforms, Frameworksconference ICLRPublished year 2026AuthorsFederico Danieli, Pau Rodriguez, Miguel Sarabia, Xavier Suau, Luca Zappella; Removing Noise, not Finding Gold: Quality Filtering for Large-Scale Pretrainingresearch area Methods and Algorithmsconference ICMLPublished year 2026AuthorsThiziri Nait Saada‡§, Louis Bethune, Michal Klein, David Grangier, Marco Cuturi, Pierre Ablin; DeepMMSearch-R1: Empowering Multimodal LLMs in Multimodal Web Searchresearch area Computer Vision, research area Speech and Natural Language ProcessingPublished year 2026AuthorsKartik Narayan†**, Yang Xu, Tian Cao, Kavya Nerella, Vishal M. Patel†, Navid Shiee, Peter Grasch, Chao Jia, Yinfei Yang, Zhe Gan; MoEs Are Stronger than You Think: Hyper-Parallel Inference Scaling with RoEresearch area Data Science and Annotation, research area Speech and Natural Language Processingconference EMNLPPublished year 2026AuthorsSoheil Zibakhsh†, Mohammad Samragh, Kumari Nishu, Lauren Hannah, Arnav Kundu, Minsik Cho; Multivariate Conformal Prediction using Optimal Transportresearch area Methods and AlgorithmsPublished year 2026AuthorsMichal Klein, Louis Bethune, Eugene Ndiaye, Marco Cuturi; Over-Searching in Search-Augmented Large Language Modelsresearch area Knowledge Bases and Search, research area Speech and Natural Language Processingconference EACLPublished year 2026AuthorsRoy Xie†**, Deepak Gopinath**, David Qiu**, Dong Lin, Haitian Sun, Saloni Potdar, Bhuwan Dhingra†; MANZANO: A Simple and Scalable Unified Multimodal Model with a Hybrid Vision Tokenizerresearch area Computer Visionconference ICLRPublished year 2026AuthorsYanghao Li, Rui Qian, Bowen Pan, Haotian Zhang, Haoshuo Huang, Bowen Zhang†**, Jialing Tong, Haoxuan You, Xianzhi Du, Zhe Gan, Hyunjik Kim, Chao Jia, Zhenbang Wang, Yinfei Yang, Mingfei Gao, Zi-Yi Dou, Wenze Hu, Chang Gao, Dongxu Li, Philipp Dufter, Zirui Wang, Guoli Yin, Zhengdong Zhang, Chen Chen, Yang Zhao, Ruoming Pang†**, Zhifeng Chen; AdaBoN: Adaptive Best-of-N Alignmentresearch area Methods and Algorithms, research area Speech and Natural Language ProcessingPublished year 2026AuthorsVinod Raman†, Hilal Asi, Satyen Kale; AgentBuilder: Exploring Scaffolds for Prototyping User Experiences of Interface Agentsresearch area Human-Computer InteractionPublished year 2026AuthorsJenny T. Liang†, Titus Barik, Jeffrey Nichols, Eldon Schoop, Ruijia Cheng; Inferring Optical Tissue Properties from Photoplethysmography using Hybrid Amortized Inferenceresearch area Health, research area Methods and AlgorithmsPublished year 2026AuthorsJens Behrmann‡, Maria Cervera‡, Antoine Wehenkel‡, Andrew C. Miller, Albert Cerussi, Pranay Jain, Vivek Venugopal, Shijie Yan, Guillermo Sapiro, Luca Pegolotti†**, Jörn-Henrik Jacobsen†**; Pretraining with Hierarchical Memories: Separating Long-Tail and Common Knowledgeresearch area Knowledge Bases and Search, research area Methods and Algorithmsconference ICLRPublished year 2026AuthorsHadi Pouransari, David Grangier, C Thomas, Michael Kirchhof, Oncel Tuzel; Which Evaluation for Which Model? A Taxonomy for Speech Model Assessmentresearch area Speech and Natural Language ProcessingPublished year 2026AuthorsMaureen de Seyssel, Eeshan Gunesh Dhekane; Improving User Interface Generation Models from Designer Feedbackresearch area Data Science and Annotation, research area Human-Computer Interactionconference CHIPublished year 2026AuthorsJason Wu, Amanda Swearngin, Arun Krishna Vajjala**, Alan Leung, Jeffrey Nichols, Titus Barik; NarrativeTrack: Evaluating Entity-Centric Reasoning for Narrative Understandingresearch area Computer Vision, research area Data Science and Annotationconference ECCVPublished year 2026AuthorsHyeonjeong Ha†**, Jinjin Ge, Bo Feng, Kaixin Ma, Gargi Chakraborty; BED-LLM: Intelligent Information Gathering with LLMs and Bayesian Experimental Designresearch area Methods and Algorithmsconference ICLRPublished year 2025AuthorsDeepro Choudhury†, Sinead Williamson, Adam Goliński, Ning Miao‡, Freddie Bickford Smith†, Michael Kirchhof, Yizhe Zhang, Tom Rainforth†; AgREE: Agentic Reasoning for Knowledge Graph Completion on Emerging Entitiesresearch area Knowledge Bases and Search, research area Speech and Natural Language ProcessingPublished year 2025AuthorsRuocheng Zhao, Simone Conia†, Eric Peng, Min Li, Saloni Potdar; Efficient Calibration for Decision Makingresearch area Methods and Algorithmsconference ACM STOCPublished year 2025AuthorsParikshit Gopalan, Konstantinos Stavropoulos†, Kunal Talwar, Pranay Tankala‡; The Communication Complexity of Distributed Estimationresearch area Methods and AlgorithmsPublished year 2025AuthorsParikshit Gopalan, Raghu Meka†, Prasad Raghavendra‡, Mihir Singhal‡, Avi Wigderson§; DarkDiff: Advancing Low-Light Raw Enhancement by Retasking Diffusion Models for Camera ISPresearch area Computer VisionPublished year 2025AuthorsAmber Yijia Zheng†**, Yu Zhang, Jun Hu, Raymond A. Yeh†, Chen Chen; Data-Centric Lessons To Improve Speech-Language Pretrainingresearch area Speech and Natural Language Processingconference ICLRPublished year 2025AuthorsVishaal Udandarao†‡, Zhiyun Lu, Xuankai Chang, Yongqiang Wang, Violet Z. Yao, Albin Madapally Jose, Fartash Faghri, Josh Gardner, Chung-Cheng Chiu; GIE-Bench: Towards Grounded Evaluation for Text-Guided Image Editingresearch area Computer VisionPublished year 2025AuthorsYusu Qian, Jiasen Lu, Tsu-Jui Fu, Xinze Wang, Chen Chen, Yinfei Yang, Wenze Hu, Zhe Gan; Score Distillation of Flow Matching Modelsresearch area Computer Vision, research area Methods and AlgorithmsPublished year 2025AuthorsMingyuan Zhou†, Yi Gu†, Huangjie Zheng, Liangchen Song, Guande He†, Yizhe Zhang, Wenze Hu, Yinfei Yang; Synthetic Bootstrapped Pretrainingresearch area Speech and Natural Language Processingconference ICLRPublished year 2025AuthorsZitong Yang†‡, Aonan Zhang‡, Hong Liu†, Tatsunori Hashimoto†, Emmanuel Candès†, Chong Wang, Ruoming Pang; Unified Open-World Segmentation with Multi-Modal Promptsresearch area Computer Visionconference ICCVPublished year 2025AuthorsYang Liu†, Yufei Yin‡, Chenchen Jing§, Muzhi Zhu†, Hao Chen†, Yuling Xi†, Bo Feng, Hao Wang, Shiyu Li, Chunhua Shen†; UniGen-1.5: Enhancing Image Generation and Editing through Reward Unification in Reinforcement Learningresearch area Computer Visionconference CVPRPublished year 2025AuthorsRui Tian†, Mingfei Gao§‡, Haiming Gang, Jiasen Lu, Zhe Gan, Yinfei Yang, Zuxuan Wu†§, Afshin Dehghan; Sharp Monocular View Synthesis in Less Than a Secondresearch area Computer Vision, research area Methods and Algorithmsconference ICLRPublished year 2025AuthorsLars Mescheder, Wei Dong, Shiwei Li, Xuyang Bai, Marcel Santos, Peiyun Hu, Bruno Lecouat, Mingmin Zhen, Amaël Delaunoy, Tian Fang, Yanghai Tsin, Stephan R. Richter, Vladlen Koltun; IMPACT: Inflectional Morphology Probes Across Complex Typologiesresearch area Speech and Natural Language ProcessingPublished year 2025AuthorsMohammed J. Saeed, Tommi Vehvilainen, Evgeny Fedoseev, Sevil Caliskan, Tatiana Vodolazova; Reusing Pre-Training Data at Test Time is a Compute Multiplierresearch area Knowledge Bases and Search, research area Methods and Algorithmsconference ICLRPublished year 2025AuthorsAlex Fang†**, Thomas Voice, Ruoming Pang**, Ludwig Schmidt†, Tom Gunter**; Assessing the Role of Data Quality in Training Bilingual Language Modelsresearch area Data Science and Annotation, research area Speech and Natural Language Processingconference EMNLPPublished year 2025AuthorsSkyler Seto, Maartje ter Hoeve*, Maureen de Seyssel*, David Grangier*; COMPASS: Benchmarking Constrained Optimization in LLM Agentsresearch area Human-Computer Interaction, research area Speech and Natural Language Processingconference ICMLPublished year 2025AuthorsTian Qin**†, Felix Bai, Ting-Yao Hu, Raviteja Vemulapalli, Hema Swetha Koppula, Zhiyang Xu‡, Bowen Jin§, Mert Cemri¶, Jiarui Lu, Zirui Wang, Meng Cao; DiT-Air: Revisiting the Efficiency of Diffusion Model Architecture Design in Text to Image Generationresearch area Computer VisionPublished year 2025AuthorsChen Chen, Rui Qian, Wenze Hu, Tsu-Jui Fu, Jialing Tong, Xinze Wang, Lezhi Li, Bowen Zhang, Alex Schwing, Wei Liu, Yinfei Yang; GRACE: A Language Model Framework for Explainable Inverse Reinforcement Learningresearch area Methods and Algorithms, research area Speech and Natural Language Processingconference ICLRPublished year 2025AuthorsSilvia Sapora**, Devon Hjelm, Alexander Toshev, Omar Attia, Bogdan Mazoure; Mirror Speculative Decoding: Breaking the Serial Barrier in LLM Inferenceresearch area Methods and Algorithms, research area Speech and Natural Language ProcessingPublished year 2025AuthorsNikhil Bhendawade, Kumari Nishu, Arnav Kundu, Chris Bartels, Minsik Cho, Irina Belousova; MoE-PHDS: One MoE Checkpoint for Flexible Runtime Sparsityresearch area Methods and AlgorithmsPublished year 2025AuthorsLauren A. Hannah, Soheil Zibakhsh†**, Kumari Nishu, Arnav Kundu, Mohammad Samragh Razlighi, Mehrdad Farajtabar, Minsik Cho; On Fitting Flow Models with Large Sinkhorn Couplingsresearch area Methods and AlgorithmsPublished year 2025AuthorsStephen Zhang†**, Alireza Mousavi-Hosseini‡**, Michal Klein, Marco Cuturi; Assessing the Feasibility of Large-Scale Digital Sensing for Depression and Anxiety: The Digital Mental Health Studyresearch area Data Science and Annotation, research area HealthPublished year 2025AuthorsChristopher S Douglas*†,‡, Eliza Congdon*†, Crane Huang, Darsoi Seok†, Zachary D Cohen†,§, Samir Akre†, Veronica Tozzo†, Feiyang Huang†, Danielle Ramo-Larios†, Raphe A Bernier†,¶, Jonathan Flint†, Arash Naeim††, Brunilda Balliu†, Alex AT Bui††, Marian Stewart Bartlett††, Michelle G Craske†, Nelson B Freimer††; Chain-of-Sketch: Enabling Global Visual Reasoningresearch area Computer VisionPublished year 2025AuthorsAryo Lotfi‡, Enrico Fini‡†**, Samy Bengio, Moin Nabi, Emmanuel Abbe; ChipChat: Low-Latency Cascaded Conversational Agent in MLXresearch area Speech and Natural Language Processingconference ASRUPublished year 2025AuthorsTatiana Likhomanenko§, Luke Carlson†**§, Richard He Bai§, Zijin Gu§, Han Tran§, Zakaria Aldeneh§, Yizhe Zhang, Ruixiang Zhang, Huangjie Zheng, Navdeep Jaitly‡**§; Continuously Augmented Discrete Diffusion model for Categorical Generative Modelingresearch area Methods and Algorithms, research area Speech and Natural Language Processingconference ICLRPublished year 2025AuthorsHuangjie Zheng, Shansan Gong‡**, Ruixiang Zhang, Tianrong Chen, Jiatao Gu,, Mingyuan Zhou†**, Navdeep Jaitly, Yizhe Zhang; Multi-View Causal Discovery without Non-Gaussianity: Identifiability and Algorithmsresearch area Methods and AlgorithmsPublished year 2025AuthorsAmbroise Heurtebise†, Omar Chehab‡, Pierre Ablin, Alexandre Gramfort†, Aapo Hyvärinen§; Reinforcement Learning Integrated Agentic RAG for Software Test Cases Authoringresearch area Methods and Algorithms, research area Tools, Platforms, FrameworksPublished year 2025AuthorsMohanakrishnan Hariharan; Semantic Mastery: Enhancing LLMs with Advanced Natural Language Understandingresearch area Methods and Algorithms, research area Tools, Platforms, FrameworksPublished year 2025AuthorsMohanakrishnan Hariharan; SO-Bench: A Structural Output Evaluation of Multimodal LLMsresearch area Computer Vision, research area Speech and Natural Language Processingconference CVPRPublished year 2025AuthorsDi Feng, Kaixin Ma, Feng Nan, Haofeng Chen, Bohan Zhai, David Griffiths, Mingfei Gao, Zhe Gan, Eshan Verma, Yinfei Yang, Zhifeng Chen, Afshin Dehghan; PREDICT: Preference Reasoning by Evaluating Decomposed preferences Inferred from Candidate Trajectoriesresearch area Human-Computer Interaction, research area Methods and AlgorithmsPublished year 2025AuthorsStéphane Aroca-Ouellette†**, Natalie Mackraz, Barry-John Theobald, Katherine Metcalf; Semantic Regexes: Auto-Interpreting LLM Features with a Structured Languageresearch area Human-Computer Interaction, research area Methods and Algorithmsconference ICLRPublished year 2025AuthorsAngie Boggust†, Donghao Ren, Yannick Assogba, Dominik Moritz, Arvind Satyanarayan†, Fred Hohman; Hybrid Modeling of Photoplethysmography for Non-Invasive Monitoring of Cardiovascular Parametersresearch area Health, research area Methods and Algorithmsconference Machine Learning for Health (ML4H)Published year 2025AuthorsEmanuele Palumbo**†, Sorawit Saengkyongam, Maria R. Cervera, Jens Behrmann, Andrew C. Miller, Guillermo Sapiro, Christina Heinze-Deml, Antoine Wehenkel; Sample and Map from a Single Convex Potential: Generation using Conjugate Moment Measuresresearch area Methods and Algorithmsconference NeurIPSPublished year 2025AuthorsNina Vesseron†, Louis Béthune, Marco Cuturi; Towards a Better Evaluation of 3D CVML Algorithms: Immersive Debugging of a Localization Modelresearch area Human-Computer Interaction, research area Tools, Platforms, Frameworksconference EuroVisPublished year 2025AuthorsT. Lin†, J. Yuan, K. Miao, T. Katolikyan, I. Walker, M. Cavallo; Learning the Relative Composition of EEG Signals Using Pairwise Relative Shift Pretrainingresearch area Health, research area Methods and AlgorithmsWorkshop at NeurIPSPublished year 2025AuthorsChristopher Sandino, Sayeri Lala†**, Geeling Chau§**, Melika Ayoughi‡**, Behrooz Mahasseni, Ellen Zippi, Ali Moin, Erdrin Azemi, Hanlin Goh; Speech Foundation Models Generalize to Time Series Tasks from Wearable Sensor Dataresearch area Health, research area Methods and AlgorithmsWorkshop at NeurIPSPublished year 2025AuthorsJaya Narain, Zakaria Aldeneh, Shirley Ren; Using LLMs for Late Multimodal Sensor Fusion for Activity Recognitionresearch area Methods and Algorithms, research area Speech and Natural Language ProcessingWorkshop at NeurIPSPublished year 2025AuthorsIlker Demirel†**, Karan Thakkar‡**, Benjamin Elizalde, Miquel Espi Marques, Aditya Sarathy, Yang Bai, Umamahesh Srinivas, Jiajie Xu, Shirley Ren, Jaya Narain; VLSU: Mapping the Limits of Joint Multimodal Understanding for AI Safetyresearch area Fairness, research area Speech and Natural Language ProcessingWorkshop at NeurIPSPublished year 2025AuthorsShruti Palaskar, Leon Gatys, Mona Abdelrahman, Mar Jacobo, Larry Lindsey, Rutika Moharir, Gunnar Lund, Yang Xu, Navid Shiee, Jeffrey Bigham, Charles Maalouf, Joseph Yitan Cheng; CAR-Flow: Condition-Aware Reparameterization Aligns Source and Target for Better Flow Matchingresearch area Computer Visionconference NeurIPSPublished year 2025AuthorsChen Chen, Pengsheng Guo**, Liangchen Song, Jiasen Lu, Rui Qian, Xinze Wang, Tsu-Jui Fu**, Wei Liu**, Yinfei Yang, Alex Schwing; ExpertLens: Activation Steering Features Are Highly Interpretableresearch area Methods and Algorithms, research area Speech and Natural Language ProcessingWorkshop at NeurIPSPublished year 2025AuthorsMasha Fedzechkina, Eleonora Gualdoni, Sinead Williamson, Katherine Metcalf, Skyler Seto, Barry-John Theobald; PolyNorm: Few-Shot LLM-Based Text Normalization for Text-to-Speechresearch area Speech and Natural Language Processing, research area Tools, Platforms, Frameworksconference EMNLPPublished year 2025AuthorsMichel Wong, Ali Alshehri, Sophia Kao, Haotian He; Adapting Self-Supervised Representations as a Latent Space for Efficient Generationresearch area Computer Vision, research area Methods and Algorithmsconference ICLRPublished year 2025AuthorsMing Gui†‡*, Johannes Schusterbauer†‡*, Timy Phan†‡, Felix Krause†‡, Josh Susskind, Miguel Angel Bautista, Björn Ommer†‡; Learning Deformable Body Interactions With Adaptive Spatial Tokenizationresearch area Data Science and Annotation, research area Methods and AlgorithmsWorkshop at NeurIPSPublished year 2025AuthorsHao Wang*, Yu Liu*, Daniel Biggs, Haoru Wang, Jiandong Yu, Ping Huang; Embedding Atlas: Low-Friction, Interactive Embedding Visualizationresearch area Human-Computer Interaction, research area Tools, Platforms, Frameworksconference IEEE VisualizationPublished year 2025AuthorsDonghao Ren, Fred Hohman, Halden Lin, Dominik Moritz; LinEAS: End-to-end Learning of Activation Steering with a Distributional Lossresearch area Fairness, research area Methods and Algorithmsconference NeurIPSPublished year 2025AuthorsPau Rodríguez‡, Michal Klein, Eleonora Gualdoni, Valentino Maiorca†**, Arno Blaas, Luca Zappella, Marco Cuturi, Xavier Suau‡; Policy Maps: Tools for Guiding the Unbounded Space of LLM Behaviorsresearch area Data Science and Annotation, research area Human-Computer Interactionconference UISTPublished year 2025AuthorsMichelle S. Lam**†, Jeffrey P. Bigham, Fred Hohman, Dominik Moritz, Kenneth Holstein‡, Mary Beth Kery; SEMORec: A Scalarized Efficient Multi-Objective Recommendation Frameworkresearch area Methods and Algorithmsconference RecSysPublished year 2025AuthorsSofia Nikolakaki*, Siyong Ma*, Srivas Chennu, Humeyra Topcu Altintas; Reasoning’s Razor: Reasoning Improves Accuracy but Can Hurt Recall at Critical Operating Points in Safety and Hallucination Detectionresearch area Speech and Natural Language ProcessingPublished year 2025AuthorsAtoosa Chegini‡†**, Hamid Kazemi‡, Garrett Souza, Maria Safi, Yang Song, Samy Bengio, Sinead Williamson, Mehrdad Farajtabar; RL for Reasoning by Adaptively Revealing Rationalesresearch area Methods and Algorithmsconference ICLRPublished year 2025AuthorsMohammad Hossein Amani†, Aryo Lotfi†, Nicolas Mario Baldwin†, Samy Bengio, Mehrdad Farajtabar, Emmanuel Abbé*, Robert West*†; Toward Machine Interpreting: Lessons from Human Interpreting Studiesresearch area Human-Computer Interaction, research area Speech and Natural Language Processingconference EMNLPPublished year 2025AuthorsMatthias Sperber, Maureen de Seyssel, Jiajun Bao, Matthias Paulik; Improving Language Model Personas via Rationalization with Psychological Scaffoldsresearch area Speech and Natural Language Processingconference EMNLPPublished year 2025AuthorsBrihi Joshi**†, Xiang Ren†, Swabha Swayamdipta†, Rik Koncel-Kedziorski, Tim Paek; Breaking Down Video LLM Benchmarks: Knowledge, Spatial Perception, or True Temporal Understanding?research area Computer Vision, research area Methods and AlgorithmsWorkshop at NeurIPSPublished year 2025AuthorsBo Feng°, Zhengfeng Lai*°, Shiyu Li, Zizhen Wang°, Simon Wang, Ping Huang, Meng Cao; Evaluating Evaluation Metrics -- The Mirage of Hallucination Detectionresearch area Data Science and Annotation, research area Speech and Natural Language Processingconference EMNLPPublished year 2025AuthorsAtharva Kulkarni†*, Yuan Zhang, Joel Ruben Antony Moniz*, Xiou Ge, Bo-Hsiang Tseng, Dhivya Piraviperumal, Swabha Swayamdipta†, Hong Yu; Inductive Domain Transfer In Misspecified Simulation-Based Inferenceresearch area Methods and Algorithmsconference NeurIPSPublished year 2025AuthorsOrtal Senouf†, Antoine Wehenkel, Cédric Vincent-Cuaz†, Emmanuel Abbé, Pascal Frossard†; Leveraging the Power of Large Language Models in Entity Linking via Adaptive Routing and Targeted Reasoningresearch area Knowledge Bases and Search, research area Speech and Natural Language Processingconference EMNLPPublished year 2025AuthorsYajie Li†, Albert Galimov†, Mitra Datta Ganapaneni†, Pujitha Thejaswi†, De Meng, Priyanshu Kumar, Saloni Potdar; Memory-Efficient Backpropagation for Fine-Tuning LLMs on Resource-Constrained Mobile Devicesresearch area Methods and Algorithms, research area Tools, Platforms, Frameworksconference EMNLPPublished year 2025AuthorsCongzheng Song, Xinyu Tang; ODKE+: Ontology-Guided Open-Domain Knowledge Extraction with LLMsresearch area Knowledge Bases and Search, research area Speech and Natural Language ProcessingPublished year 2025AuthorsSamira Khorshidi, Azadeh Nikfarjam, Suprita Shankar, Yisi Sang, Yash Govind, Hyun Jang, Ali Kasgari, Alexis McClimans, Mohamed Soliman, Vishnu Konda, Ahmed Fakhry, Xiaoguang Qi; Pico-Banana-400K: A Large-Scale Dataset for Text-Guided Image Editingresearch area Computer Visionconference CVPRPublished year 2025AuthorsYusu Qian, Eli Bocek-Rivele, Liangchen Song, Jialing Tong, Yinfei Yang, Jiasen Lu, Wenze Hu, Zhe Gan; PrimeX: A Dataset of Worldview, Opinion, and Explanationresearch area Data Science and Annotation, research area Speech and Natural Language Processingconference EMNLPPublished year 2025AuthorsRik Koncel-Kedziorski, Brihi Joshi†, Tim Paek; Bias after Prompting: Persistent Discrimination in Large Language Modelsresearch area Fairness, research area Speech and Natural Language Processingconference EMNLPPublished year 2025AuthorsNivedha Sivakumar*, Natalie Mackraz*, Samira Khorshidi, Krishna Patel†, Barry-John Theobald, Luca Zappella, Nicholas Apostoloff; Rooms from Motion: Un-posed Indoor 3D Object Detection as Localization and Mappingresearch area Computer Visionconference NeurIPSPublished year 2025AuthorsJustin Lazarow, Kai Kang, Afshin Dehghan; Switchboard-Affect: Emotion Perception Labels from Conversational Speechresearch area Data Science and Annotation, research area Speech and Natural Language Processingconference International Conference on Affective Computing and Intelligent Interaction (ACII)Published year 2025AuthorsAmrit Romana, Jaya Narain, Tien Dung Tran, Andrea Davis, Jason Fong, Ramya Rasipuram, Vikramjit Mitra; CPEP: Contrastive Pose-EMG Pre-training Enhances Gesture Generalization on EMG Signalsresearch area Human-Computer Interaction, research area Methods and AlgorithmsWorkshop at NeurIPSPublished year 2025AuthorsWenhui Cui**†, Christopher Sandino, Hadi Pouransar, Ran Liu, Juri Minxha, Ellen Zippi, Aman Verma, Anna Sedlackova, Erdrin Azemi, Behrooz Mahasseni; Training Software Engineering Agents and Verifiers with SWE-Gymresearch area Speech and Natural Language Processingconference ICMLPublished year 2025AuthorsJiayi Pan*, Xingyao Wang*, Graham Neubig†, Navdeep Jaitly‡, Heng Ji§, Alane Suhr†, Yizhe Zhang‡; Agentic RAG for Software Testing with Hybrid Vector-Graph and Multi-Agent Orchestrationresearch area Methods and Algorithms, research area Tools, Platforms, Frameworksconference IEEE International Conference on Data and Software EngineeringPublished year 2025AuthorsMohanakrishnan Hariharan, Seshu Babu Barma, Satish Arvapalli, Evangeline Sheela Arulanandam†; Software Defect Prediction using Autoencoder Transformer Modelresearch area Methods and Algorithms, research area Tools, Platforms, Frameworksconference IEEE International Conference on Data and Software EngineeringPublished year 2025AuthorsSeshu Barma, Mohanakrishnan Hariharan, Satish Arvapalli; EncQA: Benchmarking Vision-Language Models on Visual Encodings for Chartsresearch area Computer Vision, research area Human-Computer Interactionconference IEEE VisualizationPublished year 2025AuthorsKushin Mukherjee†‡, Donghao Ren, Dominik Moritz, Yannick Assogba; FS-DFM: Fast and Accurate Long Text Generation with Few-Step Diffusion Language Modelsresearch area Speech and Natural Language Processingconference ICLRPublished year 2025AuthorsAmin Karimi Monsefi†‡, Nikhil Bhendawade, Manuel R. Ciosici, Dominic Culver, Yizhe Zhang, Irina Belousova; Analyzing Dialectical Biases in LLMs for Knowledge and Reasoning Benchmarksresearch area Fairness, research area Speech and Natural Language Processingconference EMNLPPublished year 2025AuthorsEileen Pan†, Anna Seo Gyeong Choi†, Maartje ter Hoeve, Skyler Seto, Allison Koenecke†‡; Local Mechanisms of Compositional Generalization in Conditional Diffusionresearch area Methods and AlgorithmsPublished year 2025AuthorsArwen Bradley; Reasoning-based Anomaly Detection Framework: A Real-time, Scalable, and Automated Approach to Anomaly Detection Across Domainsresearch area Methods and Algorithms, research area Tools, Platforms, FrameworksPublished year 2025AuthorsAnupam Panwar, Himadri Pal, Jiali Chen, Kyle Cho, Riddick Jiang, Miao Zhao, Rajiv Krishnamurthy; Rethinking JEPA: Compute-Efficient Video SSL with Frozen Teachersresearch area Computer Vision, research area Methods and Algorithmsconference ICLRPublished year 2025AuthorsXianhang Li†, Chen Huang, Chun-Liang Li, Eran Malach, Josh Susskind, Vimal Thilak, Etai Littwin; Stable Diffusion Models are Secretly Good at Visual In-Context Learningresearch area Computer Vision, research area Methods and Algorithmsconference ICCVPublished year 2025AuthorsTrevine Oorloff†, Vishwanath Sindagi‡, Wele Gedara Chaminda Bandara‡, Ali Shafahi‡, Amin Ghiasi, Charan Prakash, Reza Ardekani; Barriers for Learning in an Evolving World: Mathematical Understanding of Loss of Plasticityresearch area Methods and Algorithmsconference ICLRPublished year 2025AuthorsAmir Joudaki†, Giulia Lanzillotta†, Mohammad Samragh Razlighi, Iman Mirzadeh, Keivan Alizadeh, Thomas Hofmann†, Mehrdad Farajtabar, Fartash Faghri; Hilbert: Recursively Building Formal Proofs with Informal Reasoningresearch area Methods and Algorithms, research area Tools, Platforms, Frameworksconference ICLR, Workshop at NeurIPSPublished year 2025AuthorsSumanth Varambally**†, Thomas Voice, Yanchao Sun, Zhifeng Chen, Rose Yu†, Ke Ye; TASER: Translation Assessment via Systematic Evaluation and Reasoningresearch area Methods and Algorithms, research area Speech and Natural Language ProcessingPublished year 2025AuthorsMonishwaran Maheswaran**†, Marco Carini, Christian Federmann, Tony Diaz; Compute-Optimal Quantization-Aware Trainingresearch area Methods and Algorithms, research area Speech and Natural Language Processingconference ICLRPublished year 2025AuthorsAleksandr Dremov**†, David Grangier, Angelos Katharopoulos, Awni Hannun; Checklists Are Better Than Reward Models For Aligning Language Modelsresearch area Methods and Algorithms, research area Speech and Natural Language Processingconference NeurIPSPublished year 2025AuthorsVijay Viswanathan†, Yanchao Sun, Shuang Ma‡**, Xiang Kong, Meng Cao, Graham Neubig†, Tongshuang Wu†; Enabling Differentially Private Federated Learning for Speech Recognition: Benchmarks, Adaptive Optimizers, and Gradient Clippingresearch area Privacy, research area Speech and Natural Language Processingconference NeurIPSPublished year 2025AuthorsMartin Pelikan*, Sheikh Shams Azam*, Vitaly Feldman, Jan “Honza” Silovsky, Kunal Talwar, Christopher G. Brinton†, Tatiana Likhomanenko*; Generative and Contrastive Graph Representation Learningresearch area Methods and AlgorithmsPublished year 2025AuthorsJiali Chen, Avijit Mukherjee; PREAMBLE: Private and Efficient Aggregation via Block Sparse Vectorsresearch area Methods and Algorithms, research area Privacyconference NeurIPSPublished year 2025AuthorsHilal Asi, Vitaly Feldman, Hannah Keller†**, Guy N. Rothblum, Kunal Talwar; StreamBridge: Turning Your Offline Video Large Language Model into a Proactive Streaming Assistantresearch area Computer Vision, research area Methods and Algorithmsconference NeurIPSPublished year 2025AuthorsHaibo Wang‡‡, Bo Feng, Zhengfeng Lai, Mingze Xu, Shiyu Li, Weifeng Ge†, Afshin Dehghan, Meng Cao, Ping Huang; PersonaTeaming: Exploring How Introducing Personas Can Improve Automated AI Red-Teamingresearch area Human-Computer Interaction, research area Methods and AlgorithmsWorkshop at NeurIPSPublished year 2025AuthorsWesley Hanwen Deng**†, Sunnie S. Y. Kim, Akshita Jha‡, Ken Holstein†, Motahhare Eslami†, Lauren Wilcox, Leon A. Gatys; Scaling Laws for Optimal Data Mixturesresearch area Methods and Algorithmsconference NeurIPSPublished year 2025AuthorsMustafa Shukor†, Louis Bethune, Dan Busbridge, David Grangier, Enrico Fini, Alaaeldin El-Nouby, Pierre Ablin; Leveraging Audio-Visual Data to Reduce the Multilingual Gap in Self-Supervised Speech Modelsresearch area Speech and Natural Language Processingconference ICASSPPublished year 2025AuthorsMaría Andrea Cruz Blandón**†, Zakaria Aldeneh, Jie Chi, Maureen de Seyssel; SimpleFold: Folding Proteins is Simpler than You Thinkresearch area Methods and Algorithmsconference ICLR, conference ICMLPublished year 2025AuthorsYuyang Wang, Jiarui Lu**, Navdeep Jaitly, Josh Susskind, Miguel Angel Bautista; Adversarial Distilled Retrieval-Augmented Guarding Model for Online Malicious Intent Detectionresearch area Methods and Algorithms, research area Tools, Platforms, FrameworksPublished year 2025AuthorsYihao Guo, Haocheng Bian, Liutong Zhou†, Ze Wang, Zhaoyi Zhang‡, Francois Kawala, Milan Dean¶†, Ian Fischer, Yuantao Peng, Noyan Tokgozoglu, Ivan Barrientos, Riyaaz Shaik, Rachel Li, Chandru Venkataraman, Reza Shifteh Far, Moses Pawar, Venkat Sundaranatha, Michael Xu, Frank Chu§†; 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Discrete Neural Flow Samplers with Locally Equivariant Transformerresearch area Methods and Algorithmsconference NeurIPSPublished year 2025AuthorsZijing Ou†, Ruixiang Zhang, Yingzhen Li†; Flexible Language Modeling in Continuous Space with Transformer-based Autoregressive Flowsresearch area Methods and Algorithms, research area Speech and Natural Language Processingconference NeurIPSPublished year 2025AuthorsRuixiang Zhang, Shuangfei Zhai, Jiatao Gu, Yizhe Zhang, Huangjie Zheng, Tianrong Chen, Miguel Angel Bautista, Josh Susskind, Navdeep Jaitly; Follow the Energy, Find the Path: Riemannian Metrics from Energy-Based Modelsresearch area Methods and Algorithmsconference NeurIPSPublished year 2025AuthorsLouis Béthune*, David Vigouroux†, Yilun Du‡, Rufin VanRullen§, Thomas Serre¶, Victor Boutin§*; Guiding Cross-Modal Representations with MLLM Priors via Preference Alignmentresearch area Computer Visionconference NeurIPSPublished year 2025AuthorsPengfei Zhao, Rongbo Luan, Wei Zhang, Peng Wu, Sifeng He; Instance-Optimality for Private KL Distribution Estimationresearch area Methods and Algorithms, research area Privacyconference NeurIPSPublished year 2025AuthorsJiayuan Ye†**, Vitaly Feldman, Kunal Talwar; MobileCLIP2: Improving Multi-Modal Reinforced Trainingresearch area Computer Vision, research area Methods and Algorithmsconference ICLR, Transactions on Machine Learning Research (TMLR)Published year 2025AuthorsFartash Faghri*, Pavan Kumar Anasossalu Vasu*, Cem Koc, Vaishaal Shankar†, Alexander Toshev, Oncel Tuzel, Hadi Pouransari; On Inductive Biases That Enable Generalization of Diffusion Transformersresearch area Computer Visionconference NeurIPSPublished year 2025AuthorsJie An†**, De Wang, Pengsheng Guo, Jiebo Luo†, Alexander Schwing; TADA: Improved Diffusion Sampling with Training-free Augmented Dynamicsresearch area Computer Vision, research area Methods and Algorithmsconference NeurIPSPublished year 2025AuthorsTianrong Chen, Huangjie Zheng, David Berthelot, Jiatao Gu, Josh Susskind, Shuangfei Zhai; UniGen: Enhanced Training & Test-Time Strategies for Unified Multimodal Understanding and Generationresearch area Computer Visionconference NeurIPSPublished year 2025AuthorsRui Tian, Mingfei Gao, Mingze Xu, Jiaming Hu, Jiasen Lu, Zuxuan Wu†, Yinfei Yang, Afshin Dehghan; SlowFast-LLaVA-1.5: A Family of Token-Efficient Video Large Language Models for Long-Form Video Understandingresearch area Computer Vision, research area Methods and Algorithmsconference COLMPublished year 2025AuthorsMingze Xu, Mingfei Gao, Shiyu Li, Jiasen Lu, Zhe Gan, Zhengfeng Lai, Meng Cao, Kai Kang, Yinfei Yang, Afshin Dehghan; Investigating Intersectional Bias in Large Language Models using Confidence Disparities in Coreference Resolutionresearch area Fairnessconference COLMPublished year 2025AuthorsFalaah Arif Khan**, Niv Sivakumar, Oliver Wang**, Rin Metcalf Susa, Cezanne Camacho, Barry Theobald, Luca Zappella, Nick Apostoloff; Rethinking Non-Negative Matrix Factorization with Implicit Neural Representationsresearch area Speech and Natural Language ProcessingIEEE Workshop on Applications of Signal Processing to Audio and Acoustics (WASPAA)Published year 2025AuthorsKrishna Subramani†, Paris Smaragdis†, Takuya Higuchi, Mehrez Souden; 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Bigham, Jeffrey Nichols; Eliciting In-context Retrieval and Reasoning for Long-Context Language Modelsresearch area Knowledge Bases and Search, research area Speech and Natural Language Processingconference ACLPublished year 2025AuthorsYifu Qiu**, Varun Embar, Yizhe Zhang, Navdeep Jaitly, Shay B. Cohen†, Benjamin Han; Adaptive Knowledge Distillation for Device-Directed Speech Detectionresearch area Methods and Algorithms, research area Speech and Natural Language Processingconference InterspeechPublished year 2025AuthorsHyung Gun Chi, Florian Pesce, Wonil Chang, Oggi Rudovic, Arturo Argueta, Stefan Braun, Vineet Garg, Ahmed Hussen Abdelaziz†**; DiceHuBERT: Distilling HuBERT with a Self-Supervised Learning Objectiveresearch area Speech and Natural Language Processingconference InterspeechPublished year 2025AuthorsHyung Gun Chi, Zakaria Aldeneh, Tatiana Likhomanenko, Oggi Rudovic, Takuya Higuchi, Li-Wei Chen†, Shinji Watanabe†, Ahmed Hussen Abdelaziz‡**; Optimizing Contextual Speech Recognition Using Vector Quantization for Efficient Retrievalresearch area Speech and Natural Language Processingconference IEEE Transactions on Audio, Speech, and Language Processing, IEEE Spoken Language Technology Workshop (SLT)Published year 2025AuthorsNikolaos Flemotomos, Roger Hsiao, Pawel Swietojanski, Takaaki Hori, Dogan Can, Xiaodan Zhuang; The Interspeech 2025 Speech Accessibility Project Challengeresearch area Accessibility, research area Speech and Natural Language Processingconference InterspeechPublished year 2025AuthorsXiuwen Zheng†, Bornali Phukon†, Jonghwan Na¶¶, Ed Cutrell‡, Kyu Jeong Han§, Mark Hasegawa-Johnson†, Pan-Pan Jiang¶, Aadrhik Khuila‡, Colin Lea, Bob MacDonald¶, Gautam Mantena, Venkatesh Ravichandran§, Leda Sari‡‡, Katrin Tomanek§§, Chang D. Yoo†††, Chris Zwilling†; Your LLM Knows the Future: Uncovering Its Multi-Token Prediction Potentialresearch area Methods and Algorithms, research area Speech and Natural Language ProcessingPublished year 2025AuthorsMohammad Samragh*, Arnav Kundu*, David Harrison*, Kumari Nishu, Devang Naik, Minsik Cho, Mehrdad Farajtabar; Ambisonics Super-Resolution Using A Waveform-Domain Neural Networkresearch area Methods and Algorithms, research area Speech and Natural Language Processingconference Audio for Virtual and Augmented Reality (AVAR)Published year 2025AuthorsIsmael Nawfal, Symeon Delikaris Manias, Mehrez Souden, Juha Merimaa, Joshua Atkins, Elisabeth McMullin, Shadi Pirhosseinloo, Daniel Phillips; Affect Models Have Weak Generalizability to Atypical Speechresearch area Accessibility, research area Fairnessconference International Conference on Affective Computing and Intelligent Interaction (ACII)Published year 2025AuthorsJaya Narain, Amrit Romana, Vikramjit Mitra, Colin Lea, Shirley Ren; STIV: Scalable Text and Image Conditioned Video Generationresearch area Computer Vision, research area Methods and AlgorithmsPublished year 2025AuthorsZongyu Lin**, Wei Liu**, Chen Chen, Jiasen Lu, Wenze Hu, Tsu-Jui Fu**, Jesse Allardice, Zhengfeng Lai, Liangchen Song, Bowen Zhang**, Cha Chen, Yiran Fei, Yifan Jiang**, Lezhi Li, Yizhou Sun†**, Kai-Wei Chang†**, Yinfei Yang; ASPERA: A Simulated Environment to Evaluate Planning for Complex Action Executionresearch area Speech and Natural Language Processingconference ACLPublished year 2025AuthorsAlexandru Coca*, Mark Gaynor, Zhenxing Zhang, Jianpeng Cheng*‡, Bo-Hsiang Tseng, Pete Boothroyd, Héctor Martinez Alonso, Diarmuid Ó Séaghdha, Anders Johannsen; Can External Validation Tools Improve Annotation Quality for LLM-as-a-Judge?research area Speech and Natural Language Processing, research area Tools, Platforms, Frameworksconference ACLPublished year 2025AuthorsArduin Findeis*†, Floris Weers, Guoli Yin, Ke Ye, Ruoming Pang, Tom Gunter; How Global Calibration Strengthens Multiaccuracyresearch area Fairness, research area Methods and Algorithmsconference FOCSPublished year 2025AuthorsSílvia Casacuberta†, Parikshit Gopalan, Varun Kanade†, Omer Reingold‡; MMAU: A Holistic Benchmark of Agent Capabilities Across Diverse Domainsresearch area Data Science and Annotation, research area Speech and Natural Language Processingconference NAACLPublished year 2025AuthorsGuoli Yin*, Haoping Bai*, Shuang Ma*, Feng Nan, Yanchao Sun, Zhaoyang Xu, Shen Ma, Jiarui Lu, Xiang Kong, Aonan Zhang, Dian Ang Yap, Yizhe Zhang, Karsten Ahnert, Vik Kamath, Mathias Berglund, Dominic Walsh, Tobias Gindele, Juergen Wiest, Zhengfeng Lai, George Horrell, Xiaoming Wang, Jiulong Shan, Meng Cao, Ruoming Pang, Zirui Wang; mRAKL: Multilingual Retrieval-Augmented Knowledge Graph Construction for Low-Resourced Languagesresearch area Knowledge Bases and Search, research area Speech and Natural Language Processingconference ACLPublished year 2025AuthorsHellina Hailu Nigatu†, Min Li, Maartje ter Hoeve, Saloni Potdar, Sarah E. Chasins†; On Information Geometry and Iterative Optimization in Model Compression: Operator Factorizationresearch area Methods and Algorithms, research area Speech and Natural Language ProcessingPublished year 2025AuthorsZakhar Shumaylov†‡, Vasileios Tsiaras, Yannis Stylianou; On the Way to LLM Personalization: Learning to Remember User Conversationsresearch area Speech and Natural Language ProcessingWorkshop at ACLPublished year 2025AuthorsLucie Charlotte Magister*†, Katherine Metcalf, Yizhe Zhang, Maartje ter Hoeve; Steering into New Embedding Spaces: Analyzing Cross-Lingual Alignment Induced by Model Interventions in Multilingual Language Modelsresearch area Methods and Algorithms, research area Speech and Natural Language Processingconference ACLPublished year 2025AuthorsAnirudh Sundar†‡§, Sinead Williamson, Katherine Metcalf, Barry Theobald, Skyler Seto, Masha Fedzechkina‡; Boolformer: Symbolic Regression of Logic Functions with Transformersresearch area Methods and AlgorithmsWorkshop at ICMLPublished year 2025AuthorsStéphane d’Ascoli*, Arthur Renard*†, Vassilis Papadopoulos†, Clément Hongler†, Josh Susskind, Samy Bengio, Emmanuel Abbé‡; Language Models Improve When Pretraining Data Matches Target Tasksresearch area Methods and Algorithms, research area Speech and Natural Language ProcessingPublished year 2025AuthorsDavid Mizrahi, Anders Boesen Lindbo Larsen, Jesse Allardice, Suzie Petryk, Yuri Gorokhov, Jeffrey Li†**, Alex Fang‡**, Josh Gardner§**, Tom Gunter**, Afshin Dehghan; Apple Intelligence Foundation Language Models Tech Report 2025research area Speech and Natural Language ProcessingPublished year 2025; AXLearn: Modular Large Model Training on Heterogeneous Infrastructureresearch area Tools, Platforms, FrameworksPublished year 2025AuthorsMark Lee, Tom Gunter, Chang Lan, John Peebles, Hanzhi Zhou, Kelvin Zou, Sneha Bangalore, Chung-Cheng Chiu, Nan Du, Xianzhi Du, Philipp Dufter, Ruixuan Hou, Haoshuo Huang, Dongseong Hwang, Xiang Kong, Jinhao Lei, Tao Lei, Meng Li, Li Li, Jiarui Lu, Zhiyun Lu, Yiping Ma, David Qiu, Vivek Rathod, Senyu Tong, Zhucheng Tu**, Jianyu Wang, Yongqiang Wang, Zirui Wang, Floris Weers, Sam Wiseman, Guoli Yin, Bowen Zhang, Xiyou Zhou, Danyang Zhuo§**, Cheng Leong, Ruoming Pang; ILuvUI: Instruction-Tuned Language-Vision Modeling of UIs from Machine Conversationsresearch area Human-Computer Interactionconference IUIPublished year 2025AuthorsYue Jiang**†, Eldon Schoop, Amanda Swearngin, Jeffrey Nichols; Overcoming Vocabulary Constraints with Pixel-level Fallbackresearch area Methods and Algorithms, research area Speech and Natural Language Processingconference COLMPublished year 2025AuthorsJonas F. Lotz†**, Hendra Setiawan, Stephan Peitz, Yova Kementchedjhieva‡; Visatronic: A Multimodal Decoder-Only Model for Speech Synthesisresearch area Methods and Algorithms, research area Speech and Natural Language ProcessingPublished year 2025AuthorsAkshita Gupta†, Tatiana Likhomanenko, Karren Yang, Richard He Bai, Zakaria Aldeneh, Navdeep Jaitly; Addressing Misspecification in Simulation-based Inference through Data-driven Calibrationresearch area Methods and Algorithmsconference ICMLPublished year 2025AuthorsAntoine Wehenkel*, Juan L. Gamella*†**, Ozan Sener, Jens Behrmann, Guillermo Sapiro, Jörn-Henrik Jacobsen, Marco Cuturi; A Variational Framework for Improving Naturalness in Generative Spoken Language Modelsresearch area Speech and Natural Language Processingconference ICMLPublished year 2025AuthorsLi-Wei Chen†, Takuya Higuchi, Zak Aldeneh, Ahmed Hussen Abdelaziz, Alexander Rudnicky†; Beyond Sensor Data: Foundation Models of Behavioral Data from Wearables Improve Health Predictionsresearch area Health, research area Methods and Algorithmsconference ICMLPublished year 2025AuthorsEray Erturk*†‡, Fahad Kamran*, Salar Abbaspourazad, Sean Jewell, Harsh Sharma, Yujie Li, Sinead Williamson, Nicholas J Foti*, Joseph Futoma*; CommVQ: Commutative Vector Quantization for KV Cache Compressionresearch area Speech and Natural Language Processingconference ICMLPublished year 2025AuthorsJunyan Li†, Tianle Cai‡, Yang Zhang§, Muhammad Yusuf Hassan†, Talha Chafekar†, Colorado Reed, Zhile Ren, Pengsheng Guo, Binazir Karimzadeh, Chong Wang, Chuang Gan†; Faster Rates for Private Adversarial Banditsresearch area Methods and Algorithms, research area Privacyconference ICMLPublished year 2025AuthorsHilal Asi, Vinod Raman†**, Kunal Talwar; Omni-Router: Sharing Routing Decisions in Sparse Mixture-of-Experts for Speech Recognitionresearch area Methods and Algorithms, research area Speech and Natural Language Processingconference ASRUPublished year 2025AuthorsZijin Gu, Tatiana Likhomanenko, Navdeep Jaitly; Point-3D LLM: Studying the Impact of Token Structure for 3D Scene Understanding With Large Language Modelsresearch area Computer Vision, research area Methods and AlgorithmsPublished year 2025AuthorsHugues Thomas, Chen Chen, Jian Zhang; QuantSpec: Self-Speculative Decoding with Hierarchical Quantized KV Cacheresearch area Speech and Natural Language Processingconference ICMLPublished year 2025AuthorsRishabh Tiwari*, Haocheng Xi*, Aditya Tomar*, Coleman Hooper, Sehoon Kim, Maxwell Horton†, Mahyar Najibi†, Michael W. Mahoney†‡§, Kurt Keutzer†, Amir Gholami†‡; Self-reflective Uncertainties: Do LLMs Know Their Internal Answer Distribution?research area Speech and Natural Language ProcessingWorkshop at ICMLPublished year 2025AuthorsMichael Kirchhof, Luca Füger**, Adam Golinski, Eeshan Gunesh Dhekane, Arno Blaas, Sinead Williamson; Shielded Diffusion: Generating Novel and Diverse Images using Sparse Repellencyresearch area Methods and Algorithmsconference ICMLPublished year 2025AuthorsMichael Kirchhof‡, James Thornton, Louis Béthune, Pierre Ablin, Eugene Ndiaye, Marco Cuturi; Target Concrete Score Matching: A Holistic Framework for Discrete Diffusionresearch area Methods and Algorithms, research area Speech and Natural Language Processingconference ICMLPublished year 2025AuthorsRuixiang Zhang, Zijing Ou**, Shuangfei Zhai, Yizhe Zhang, Josh Susskind, Navdeep Jaitly, James Thornton; Learning to Route LLMs with Confidence Tokensresearch area Methods and Algorithms, research area Speech and Natural Language Processingconference ICMLPublished year 2025AuthorsYu-Neng Chuang†**, Prathusha K. Sarma, Parikshit Gopalan, John Boccio, Sara Bolouki, Xia Hu†, Helen Zhou; Parameters vs FLOPs: Scaling Laws for Optimal Sparsity for Mixture-of-Experts Language Modelsresearch area Methods and Algorithms, research area Speech and Natural Language Processingconference ICML, Workshop at ICLRPublished year 2025AuthorsSamira Abnar, Harshay Shah, Dan Busbridge, Alaaeldin Mohamed Elnouby Ali, Josh Susskind, Vimal Thilak; SceneScout: Towards AI Agent-driven Access to Street View Imagery for Blind Usersresearch area Accessibility, research area Human-Computer Interactionconference CHIPublished year 2025AuthorsGaurav Jain†‡, Leah Findlater, Cole Gleason; The Geometries of Truth Are Orthogonal Across Tasksresearch area Speech and Natural Language Processingconference ICMLPublished year 2025AuthorsWaïss Azizian**, Michael Kirchhof, Eugene Ndiaye, Louis Béthune, Michal Klein, Pierre Ablin, Marco Cuturi; Tracking the Best Expert Privatelyresearch area Methods and Algorithms, research area Privacyconference ICMLPublished year 2025AuthorsHilal Asi*, Vinod Raman†**, Aadirupa Saha‡**; Is Your Model Fairly Certain? Uncertainty-Aware Fairness Evaluation for LLMsresearch area Fairness, research area Speech and Natural Language Processingconference ICMLPublished year 2025AuthorsYinong Oliver Wang*†, Nivedha Sivakumar, Falaah Arif Khan*‡, Rin Metcalf Susa, Adam Golinski, Natalie Mackraz, Barry-John Theobald, Luca Zappella, Nicholas Apostoloff; Soup-of-Experts: Pretraining Specialist Models via Parameters Averagingresearch area Methods and Algorithmsconference ICMLPublished year 2025AuthorsPierre Ablin, Angelos Katharopoulos, Skyler Seto, David Grangier; Understanding Input Selectivity in Mambaresearch area Methods and Algorithms, research area Speech and Natural Language Processingconference ICMLPublished year 2025AuthorsNingyuan Huang‡†, Miguel Sarabia, Abhinav Moudgil‡§, Pau Rodriguez, Luca Zappella, Federico Danieli; The Super Weight in Large Language Modelsresearch area Speech and Natural Language ProcessingPublished year 2025AuthorsMengxia Yu**†, De Wang, Qi Shan, Colorado Reed, Alvin Wan; Distillation Scaling Lawsresearch area Methods and Algorithms, research area Speech and Natural Language Processingconference ICMLPublished year 2025AuthorsDan Busbridge, Amitis Shidani†‡, Floris Weers, Jason Ramapuram, Etai Littwin, Russ Webb; EgoDex: Learning Dexterous Manipulation from Large-Scale Egocentric Videoresearch area Computer Vision, research area Data Science and Annotationconference ICLRPublished year 2025AuthorsRyan Hoque*, Peide Huang*, David J. Yoon*, Mouli Sivapurapu, Jian Zhang; Advancing Egocentric Video Question Answering with Multimodal Large Language Modelsresearch area Computer Vision, research area Speech and Natural Language ProcessingPublished year 2025AuthorsAlkesh Patel*, Vibhav Chitalia*, Yinfei Yang; Cavia: Camera-controllable Multi-view Video Diffusion with View-Integrated Attentionresearch area Computer Visionconference ICMLPublished year 2025AuthorsDejia Xu†**, Yifan Jiang, Chen (Kimi) Huang, Liangchen Song, Thorsten Gernoth, Liangliang Cao‡**, Atlas Wang†, Hao Tang; Contrastive Localized Language-Image Pre-Trainingresearch area Computer Vision, research area Speech and Natural Language Processingconference ICMLPublished year 2025AuthorsHong-You Chen**, Jeff Lai, Haotian Zhang, Angie Wang, Marcin Eichner, Keen You, Meng Cao, Bowen Zhang, Yinfei Yang, Zhe Gan; ETVA: Evaluation of Text-to-Video Alignment via Fine-grained Question Generation and Answeringresearch area Computer Vision, research area Methods and Algorithmsconference ICCVPublished year 2025AuthorsKaisi Guan†**, Zhengfeng Lai, Yuchong Sun†, Peng Zhang, Wei Liu, Kieran Liu, Meng Cao, Ruihua Song†; Evaluating Long Range Dependency Handling in Code Generation LLMsresearch area Speech and Natural Language ProcessingTransactions on Machine Learning Research (TMLR)Published year 2025AuthorsYannick Assogba, Donghao Ren; From Interaction to Impact: Towards Safer AI Agents Through Understanding and Evaluating Mobile UI Operation Impactsresearch area Human-Computer Interactionconference IUIPublished year 2025AuthorsZhuohao Jerry Zhang*†, Eldon Schoop, Jeffrey Nichols, Anuj Mahajan, Amanda Swearngin; Instruction-Following Pruning for Large Language Modelsresearch area Speech and Natural Language Processingconference ICMLPublished year 2025AuthorsBairu Hou†**, Qibin Chen, Jianyu Wang, Guoli Yin, Chong Wang, Nan Du, Ruoming Pang, Shiyu Chang†, Tao Lei; STARFlow: Scaling Latent Normalizing Flows for High-resolution Image Synthesisresearch area Computer Vision, research area Methods and Algorithmsconference NeurIPSPublished year 2025AuthorsJiatao Gu, Tianrong Chen, David Berthelot, Huangjie Zheng, Yuyang Wang, Ruixiang Zhang, Laurent Dinh, Miguel Angel Bautista, Josh Susskind, Shuangfei Zhai; TiC-LM: A Web-Scale Benchmark for Time-Continual LLM Pretrainingresearch area Methods and Algorithms, research area Speech and Natural Language Processingconference ACL, Workshop at NeurIPSPublished year 2025AuthorsJeffrey Li*†§, Mohammadreza Armandpour†, Iman Mirzadeh, Sachin Mehta°, Vaishaal Shankar°, Raviteja Vemulapalli, Samy Bengio, Oncel Tuzel, Mehrdad Farajtabar, Hadi Pouransari, Fartash Faghri‡; Aligning LLMs by Predicting Preferences from User Writing Samplesresearch area Human-Computer Interaction, research area Methods and Algorithmsconference ICMLPublished year 2025AuthorsStéphane Aroca-Ouellette‡†, Natalie Mackraz, Barry-John Theobald, Katherine Metcalf; Disentangled Safety Adapters Enable Efficient Guardrails and Flexible Inference-Time Alignmentresearch area Methods and Algorithms, research area Speech and Natural Language ProcessingWorkshop at ICLRPublished year 2025AuthorsKundan Krishna, Joseph Y Cheng, Charles Maalouf, Leon A Gatys; INRFlow: Flow Matching for INRs in Ambient Spaceresearch area Methods and Algorithmsconference ICMLPublished year 2025AuthorsYuyang Wang, Anurag Ranjan†, Josh Susskind, Miguel Angel Bautista; Normalizing Flows are Capable Generative Modelsresearch area Computer Vision, research area Methods and Algorithmsconference ICMLPublished year 2025AuthorsShuangfei Zhai, Ruixiang Zhang, Preetum Nakkiran, David Berthelot, Jiatao Gu, Huangjie Zheng, Tianrong Chen, Miguel Angel Bautista, Navdeep Jaitly, Josh Susskind; Phonetically-Augmented Discriminative Rescoring for Voice Search Error Correctionresearch area Knowledge Bases and Search, research area Speech and Natural Language Processingconference InterspeechPublished year 2025AuthorsChristophe Van Gysel, Maggie Wu, Lyan Verwimp, Caglar Tirkaz, Marco Bertola, Zhihong Lei**†, Youssef Oualil; Private Selection with Heterogeneous Sensitivitiesresearch area Methods and Algorithms, research area Privacyconference IEEE SaTML, conference TPDPPublished year 2025AuthorsDaniela Antonova, Allegra Latimer Laro†, Audra McMillan, Lorenz Wolf†‡; Revisiting Uncertainty Quantification Evaluation in Language Models: Spurious Interactions with Response Length Bias Resultsresearch area Methods and Algorithms, research area Speech and Natural Language Processingconference ACLPublished year 2025AuthorsAndrea Santilli†**, Adam Golinski, Michael Kirchhof, Federico Danieli, Arno Blaas, Miao Xiong‡**, Luca Zappella, Sinead Williamson; 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Contextualization of ASR with LLM Using Phonetic Retrieval-Based Augmentationresearch area Methods and Algorithms, research area Speech and Natural Language ProcessingPublished year 2024AuthorsZhihong Lei, Xingyu Na, Mingbin Xu, Ernest Pusateri, Christophe Van Gysel, Yuanyuan Zhang, Shiyi Han, Zhen Huang; Automated Code Fix Suggestions for Accessibility Issues in Mobile Appsresearch area Accessibility, research area Human-Computer InteractionPublished year 2024AuthorsForough Mehralian, Titus Barik, Jeff Nichols, Amanda Swearngin; Retrieval-Augmented Correction of Named Entity Speech Recognition Errorsresearch area Knowledge Bases and Search, research area Speech and Natural Language ProcessingPublished year 2024AuthorsErnest Pusateri, Anmol Walia, Anirudh Kashi, Bortik Bandyopadhyay, Nadia Hyder, Sayantan Mahinder, Raviteja Anantha, Daben Liu, Sashank Gondala; Ferret-UI: Grounded Mobile UI Understanding with Multimodal LLMsresearch area Computer Vision, research area Human-Computer Interactionconference ECCVPublished year 2024AuthorsKeen You, Haotian Zhang, Eldon Schoop, Floris Weers, Amanda Swearngin, Jeffrey Nichols, Yinfei Yang, Zhe Gan; 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APE: Active Prompt Engineering - Identifying Informative Few-Shot Examples for LLMsresearch area Speech and Natural Language Processing, research area Tools, Platforms, Frameworksconference NAACLPublished year 2024AuthorsKun Qian, Farima Fatahi Bayat, Anton Belyi, Yash Govind, Rahul Khot, Katherine Luna, Azadeh Nikfarjam, Xiaoguang Qi, Yisi Sang, Fei Wu, Victor (AIML) Zhang, Yunyao Li, Samira Khorshidi, Xianqi Chu; AV-CPL: Continuous Pseudo-Labeling for Audio-Visual Speech Recognitionresearch area Methods and Algorithms, research area Speech and Natural Language Processingconference ECCVPublished year 2024AuthorsAndrew Rouditchenko, Ronan Collobert, Tatiana Likhomanenko; Generating Gender Alternatives in Machine Translationresearch area Speech and Natural Language Processingconference ACLPublished year 2024AuthorsSarthak Garg, Mozhdeh Gheini, Clara Emmanuel, Tatiana Likhomanenko, Qin Gao, Matthias Paulik; KGLens: Towards Efficient and Effective Knowledge Probing of Large Language Models with Knowledge Graphsresearch area Knowledge Bases and Search, research area Speech and Natural Language Processingconference ACLPublished year 2024AuthorsDaniel Zheng, Richard Bai, Yizhe Zhang, Yi (Siri) Su, Xiaochuan Niu, Navdeep Jaitly; 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TiC-CLIP: Continual Training of CLIP Modelsresearch area Computer Vision, research area Methods and Algorithmsconference ICLRPublished year 2024AuthorsSaurabh Garg, Hadi Pour Ansari, Mehrdad Farajtabar, Sachin Mehta, Raviteja Vemulapalli, Oncel Tuzel, Vaishaal Shankar, Fartash Faghri; MM1: Methods, Analysis & Insights from Multimodal LLM Pre-trainingresearch area Computer Vision, research area Speech and Natural Language ProcessingPublished year 2024AuthorsBrandon McKinzie, Zhe Gan, Jean-Philippe Fauconnier Biard, Sam Dodge, Philipp Dufter, Bowen Zhang, Dhruti Shah, Xianzhi Du, Futang Peng, Haotian Zhang, Floris Weers, Anton Belyi, Karanjeet Singh, Doug Kang, Ankur Jain, Hongyu He, Max Schwarzer, Tom Gunter, Xiang Kong, Aonan Zhang, Jianyu Wang, Chong Wang, Nan Du, Tao Lei, Sam Wiseman, Mark Lee, Zirui Wang, Ruoming Pang, Peter Grasch, Alexander Toshev, Yinfei Yang; Construction of Paired Knowledge Graph - Text Datasets Informed by Cyclic Evaluationresearch area Knowledge Bases and Searchconference LREC-COLINGPublished year 2024AuthorsAli Mousavi, Xin Zhan, Richard Bai, Peng Shi, Theo Rekatsinas, Benjamin Han, Yunyao Li, Jeff Pound, , Josh Susskind, Natalie Schluter, Ihab Ilyas, Navdeep Jaitly; CEASE: Conversation Embeddings for Implicit Summarisation in the Continuous Spaceresearch area Methods and Algorithms, research area Speech and Natural Language Processingconference NAACLPublished year 2024AuthorsSeanie Lee, Alex Coca, Jianpeng Cheng, Anders Johannsen, Joris Driesen; Corpus Synthesis for Zero-shot ASR Domain Adaptation using Large Language Modelsresearch area Speech and Natural Language Processingconference ICASSPPublished year 2024AuthorsHsuan Su, Ting-Yao Hu, Hema Swetha Koppula, Raviteja Vemulapalli, Jen-Hao Rick Chang, Karren Yang, Gautam Varma Mantena, Oncel Tuzel; MotionPrint: Ready-to-Use, Device-Agnostic, and Location-Invariant Motion Activity Models research area Human-Computer InteractionPublished year 2024AuthorsRebecca Adaimi, Abdelkareem Bedri, Jun Gong, Richard Kang, Joanna Arreaza-Taylor, Gerri-Michelle Pascual, Michael Ralph, Gierad Laput; Randomized Algorithms for Precise Measurement of Differentially-private, Personalized Recommendationsresearch area PrivacyWorkshop at AAAIPublished year 2024AuthorsAllegra Laro, Yanqing Chen, Hao He, Babak Aghazadeh; VeCLIP: Improving CLIP Training via Visual-enriched Captionsresearch area Computer Visionconference ECCVPublished year 2024AuthorsJeff Lai*, Haotian Zhang*, Bowen Zhang, Wentao Wu, Felix Bai, Aleksei Timofeev, Xianzhi Du, Zhe Gan, Jiulong Shan, Chen-Nee Chuah, Yinfei Yang, Meng Cao; AXNav: Replaying Accessibility Tests from Natural Languageresearch area Accessibility, research area Human-Computer Interactionconference CHIPublished year 2024AuthorsMaryam Taeb, Amanda Swearngin, Eldon Schoop, Regina Cheng, Yue Jiang, Jeff Nichols; Merge Vision Foundation Models via Multi-Task Distillationresearch area Computer Vision, research area Methods and AlgorithmsPublished year 2024AuthorsHaoxiang Wang, Pavan Kumar Anasosalu Vasu, Fartash Faghri, Raviteja Vemulapalli, Mehrdad Farajtabar, Sachin Mehta, Mohammad Rastegari, Oncel Tuzel, Hadi Pour Ansari; Moonwalk: Advancing Gait-Based User Recognition on Wearable Devices with Metric Learningresearch area Human-Computer Interaction, research area PrivacyPublished year 2024AuthorsAsaf Liberman*, Oron Levy*, Soroush Shahi, Cori Tymoszek Park, Mike Ralph, Richard Kang, Abdelkareem Bedri, Gierad Laput; Vision-Based Hand Gesture Customization from a Single Demonstrationresearch area Computer Vision, research area Human-Computer InteractionPublished year 2024AuthorsSoroush Shahi, Cori Tymoszek Park, Richard Kang, Asaf Liberman, Oron Levy, Jun Gong, Abdelkareem Bedri, Gierad Laput; Human Following in Mobile Platforms with Person Re-Identificationresearch area Methods and Algorithmsconference CASEPublished year 2024AuthorsMario Srouji, Jian Zhang, Hugues Thomas; Privacy-Preserving Quantile Treatment Effect Estimation for Randomized Controlled Trialsresearch area Data Science and Annotationconference CODEPublished year 2024AuthorsLeon Yao, Paul Yiming Li, Jiannan Lu; SynthDST: Synthetic Data is All You Need for Few-Shot Dialog State Trackingresearch area Data Science and Annotation, research area Speech and Natural Language Processingconference EACLPublished year 2024AuthorsAtharva Kulkarni, Andy Tseng, Joel Moniz, Dhivya Piraviperumal, Hong Yu, Shruti Bhargava; What Can CLIP Learn From Task-specific Experts?research area Computer Vision, research area Speech and Natural Language ProcessingWorkshop at NeurIPSPublished year 2024AuthorsReza Salehi, Mehrdad Farajtabar, Max Horton, Fartash Faghri, Hadi Pour Ansari, Raviteja Vemulapalli, Oncel Tuzel, Ali Farhadi, Mohammad Rastegari, Sachin Mehta; 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Davidson, Luis Morales-Navarro, Jennifer King Chen, Victoria Delaney, Mark Leibowitz, Jazbo Beason, R. Benjamin Shapiro; Flexible Keyword Spotting based on Homogeneous Audio-Text Embeddingresearch area Methods and Algorithms, research area Speech and Natural Language ProcessingPublished year 2024AuthorsKumari Nishu, Minsik Cho, Paul Dixon, Devang Naik; Investigating Salient Representations and Label Variance Modeling in Dimensional Speech Emotion Analysis research area Human-Computer Interaction, research area Speech and Natural Language Processingconference ICASSPPublished year 2024AuthorsVikramjit Mitra, Jingping Nie, Erdrin Azemi; Large-scale Training of Foundation Models for Wearable Biosignalsresearch area Health, research area Methods and Algorithmsconference ICLRPublished year 2024AuthorsSalar Abbaspourazad, Oussama Elachqar, Andrew C. 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Nguyen, Kunal Talwar; Generating Molecular Conformers with Manifold Diffusion Fieldsresearch area Methods and AlgorithmsWorkshop at NeurIPSPublished year 2023AuthorsYuyang Wang, Ahmed Elhag, Navdeep Jaitly, Josh Susskind, Miguel Angel Bautista Martin; How to Scale Your EMAresearch area Methods and Algorithmsconference NeurIPSPublished year 2023AuthorsDan Busbridge*, Jason Ramapuram*, Pierre Ablin*, Tatiana Likhomanenko*, Eeshan Gunesh Dhekane, Xavier Suau, Russ Webb; Pre-trained Language Models Do Not Help Auto-regressive Text-to-Image Generationresearch area Computer Vision, research area Speech and Natural Language ProcessingWorkshop at NeurIPSPublished year 2023AuthorsYuhui Zhang, Brandon McKinzie, Vaishaal Shankar, Zhe Gan, Alexander Toshev; 4M: Massively Multimodal Masked Modelingresearch area Computer Vision, research area Methods and Algorithmsconference NeurIPSPublished year 2023AuthorsDavid Mizrahi*, Roman Bachmann*, Oguzhan Fatih Kar, Teresa Yeo, Mingfei Gao, Afshin Dehghan, Amir Zamir; Adaptive Weight Decayresearch area Computer Vision, research area Methods and Algorithmsconference NeurIPSPublished year 2023AuthorsAmin Ghiasi, Ali Shafahi, Reza Ardekani; FLEEK: Factual Error Detection and Correction with Evidence Retrieved from External Knowledgeresearch area Knowledge Bases and Search, research area Tools, Platforms, Frameworksconference EMNLPPublished year 2023AuthorsFarima Fatahi Bayat, Kun Qian, Benjamin Han, Yisi Sang, Anton Belyi, Samira Khorshidi, Fei Wu, Ihab Ilyas, Yunyao Li; One Wide Feedforward is All You Needresearch area Speech and Natural Language ProcessingWorkshop at EMNLPPublished year 2023AuthorsTelmo Pessoa Pires, António V. 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Kim, Omer Reingold; Federated Learning for Speech Recognition: Revisiting Current Trends Towards Large-Scale ASRresearch area Privacy, research area Speech and Natural Language Processingconference NeurIPSPublished year 2023AuthorsSheikh Shams Azam, Martin Pelikan, Vitaly Feldman, Kunal Talwar, Honza Silovsky, Tatiana Likhomanenko; Increasing Coverage and Precision of Textual Information in Multilingual Knowledge Graphsresearch area Knowledge Bases and Searchconference EMNLPPublished year 2023AuthorsSimone Conia, Min Li, Daniel Lee, Umar Farooq Minhas, Ihab IIyas, Yunyao Li; SAM-CLIP: Merging Vision Foundation Models towards Semantic and Spatial Understandingresearch area Computer Vision, research area Methods and Algorithmsconference NeurIPS, Workshop at CVPRPublished year 2023AuthorsHaoxiang Wang, Pavan Kumar Anasosalu Vasu, Fartash Faghri, Raviteja Vemulapalli, Mehrdad Farajtabar, Sachin Mehta, Mohammad Rastegari, Oncel Tuzel, Hadi Pouransari; TiC-CLIP: Continual Training of CLIP Modelsresearch area Computer Vision, research area Methods and AlgorithmsWorkshop at NeurIPSPublished year 2023AuthorsSaurabh Garg, Hadi Pour Ansari, Mehrdad Farajtabar, Sachin Mehta, Raviteja Vemulapalli, Oncel Tuzel, Vaishaal Shankar, Fartash Faghri; What Algorithms can Transformers Learn? 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Kral, Helen Y. Weng, Vikramjit Mitra, Theodore P. Imhoff-Smith, Erdrin Azemi, Robin I. Goldman, Melissa A. Rosenkranz, Sarah Wu, Andrew Chen, and Richard J. Davidson; When Does Optimizing a Proper Loss Yield Calibration?research area Fairness, research area Methods and Algorithmsconference NeurIPSPublished year 2023AuthorsJarosław Błasiok, Parikshit Gopalan, Lunjia Hu, Preetum Nakkiran; Single-Stage Diffusion NeRF: A Unified Approach to 3D Generation and Reconstructionresearch area Computer Vision, research area Methods and Algorithmsconference ICCVPublished year 2023AuthorsHansheng Chen, Jiatao Gu, Anpei Chen, Wei Tian, Zhuowen Tu, Lingjie Liu, Hao Su; FastViT: A Fast Hybrid Vision Transformer using Structural Reparameterizationresearch area Computer Vision, research area Methods and Algorithmsconference ICCVPublished year 2023AuthorsPavan Kumar Anasosalu Vasu, James Gabriel, Jeff Zhu, Oncel Tuzel, Anurag Ranjan; HyperDiffusion: Generating Implicit Neural Fields with Weight-Space Diffusionresearch area Computer Visionconference ICCVPublished year 2023AuthorsZiya Erkoç, Fangchang Ma, Qi Shan, Matthias Nießner, Angela Dai; NeILF++: Inter-Reflectable Light Fields for Geometry and Material Estimationresearch area Computer VisionPublished year 2023AuthorsJingyang Zhang, Yao Yao, Shiwei Li, Jingbo Liu, Tian Fang, David McKinnon, Yanghai Tsin, Long Quan; Gender Bias in LLMsresearch area Fairness, research area Speech and Natural Language ProcessingPublished year 2023AuthorsHadas Kotek, Rikker Dockum, David Q. Sun; Reinforce Data, Multiply Impact: Improved Model Accuracy and Robustness with Dataset Reinforcementresearch area Computer Vision, research area Methods and Algorithmsconference ICCVPublished year 2023AuthorsFartash Faghri, Hadi Pouransari, Sachin Mehta, Mehrdad Farajtabar, Ali Farhadi, Mohammad Rastegari, Oncel Tuzel; Self-Supervised Object Goal Navigation with In-Situ Finetuningresearch area Computer VisionPublished year 2023AuthorsSo Yeon Min, Yao-Hung Hubert Tsai, Wei Ding, Ali Farhadi, Ruslan Salakhutdinov, Yonatan Bisk, Jian Zhang; All About Sample-Size Calculations for A/B Testing: Novel Extensions and Practical Guideresearch area Data Science and Annotation, research area Methods and Algorithmsconference CIKMPublished year 2023AuthorsJing Zhou, Jiannan Lu, Anas Shallah; Intelligent Assistant Language Understanding On-deviceresearch area Speech and Natural Language ProcessingPublished year 2023AuthorsCecilia Aas, Hisham Abdelsalam, Irina Belousova, Shruti Bhargava, Jianpeng Cheng, Robert Daland, Joris Driesen, Federico Flego, Tristan Guigue, Anders Johannsen, Partha Lal, Jiarui Lu, Joel Ruben Antony Moniz, Nathan Perkins, Dhivya Piraviperumal, Stephen Pulman, Diarmuid Ó Séaghdha, David Q. Sun, John Torr, Marco Del Vecchio, Jay Wacker, Jason D. Williams, Hong Yu; Rapid and Scalable Bayesian AB Testingresearch area Data Science and Annotation, research area Methods and Algorithmsconference IEEE DSAAPublished year 2023AuthorsSrivas Chennu,* Andrew Maher,* Christian Pangerl, Subash Prabanantham, Jae Hyeon Bae, Jamie Martin, Bud Goswami; Consistent Collaborative Filtering via Tensor Decompositionresearch area Knowledge Bases and Search, research area Methods and AlgorithmsPublished year 2023AuthorsShiwen Zhao, Charles Crissman, Guillermo R Sapiro; Dataset and Network Introspection ToolKit (DNIKit)research area Fairness, research area Tools, Platforms, FrameworksPublished year 2023AuthorsMegan Maher Welsh, David Koski, Miguel Sarabia, Niv Sivakumar, Ian Arawjo, Aparna Joshi, Moussa Doumbouya, Xavier Suau, Luca Zappella, Nicholas Apostoloff; FineRecon: Depth-aware Feed-forward Network for Detailed 3D Reconstructionresearch area Computer Visionconference ICCVPublished year 2023AuthorsNoah Stier, Anurag Ranjan, Alex Colburn, Yajie Yan, Liang Yang, Fangchang Ma, Baptiste Angles; Improving the Quality of Neural TTS Using Long-form Content and Multi-speaker Multi-style Modelingresearch area Human-Computer Interaction, research area Speech and Natural Language ProcessingWorkshop at SSWPublished year 2023AuthorsTuomo Raitio, Javier Latorre, Andrea Davis, Tuuli Morrill, Ladan Golipour; R^2: Range Regularization for Model Compression and Quantizationresearch area Computer Vision, research area Speech and Natural Language ProcessingPublished year 2023AuthorsArnav Kundu*, Chungkuk Yoo*, Srijan Mishra*, Minsik Cho, Saurabh Adya; Conformalization of Sparse Generalized Linear Modelsresearch area Methods and Algorithmsconference ICMLPublished year 2023AuthorsEtash Kumar Guha, Eugene Ndiaye, Xiaoming Huo; DUET: 2D Structured and Equivariant Representationsresearch area Methods and Algorithmsconference ICMLPublished year 2023AuthorsXavier Suau, Federico Danieli, T. Anderson Keller, Arno Blaas, Chen Huang, Jason Ramapuram, Dan Busbridge, Luca Zappella; PDP: Parameter-free Differentiable Pruning is All You Needresearch area Methods and Algorithms, research area Tools, Platforms, Frameworksconference ICML, conference NeurIPSPublished year 2023AuthorsMinsik Cho, Saurabh Adya, Devang Naik; Population Expansion for Training Language Models with Private Federated Learningresearch area Privacy, research area Speech and Natural Language Processingconference ICMLPublished year 2023AuthorsTatsuki Koga, Congzheng Song, Martin Pelikan, Mona Chitnis; Resolving the Mixing Time of the Langevin Algorithm to its Stationary Distribution for Log-Concave Samplingresearch area Methods and Algorithmsconference COLTPublished year 2023AuthorsJason M. Altschuler, Kunal Talwar; The Role of Entropy and Reconstruction for Multi-View Self-Supervised Learningresearch area Methods and Algorithmsconference ICMLPublished year 2023AuthorsBorja Rodríguez Gálvez, Arno Blaas, Pau Rodriguez, Adam Golinski, Xavier Suau, Jason Ramapuram, Dan Busbridge, Luca Zappella; UPSCALE: Unconstrained Channel Pruningresearch area Computer Visionconference ICMLPublished year 2023AuthorsAlvin Wan, Hans Hao, Kaushik Patnaik, Sam Xu, Omer Hadad, David Guera, Zhile Ren, Qi Shan; NerfDiff: Single-image View Synthesis with NeRF-guided Distillation from 3D-aware Diffusionresearch area Computer Vision, research area Methods and Algorithmsconference ICMLPublished year 2023AuthorsJiatao Gu, Alex Trevithick, Kai-En Lin, Josh Susskind, Christian Theobalt, Lingjie Liu, Ravi Ramamoorthi; BOOT: Data-free Distillation of Denoising Diffusion Models with Bootstrappingresearch area Computer Vision, research area Methods and Algorithmsconference ICMLPublished year 2023AuthorsJiatao Gu, Shuangfei Zhai, Yizhe Zhang, Lingjie Liu, Josh Susskind; Referring to Screen Texts with Voice Assistantsresearch area Human-Computer Interaction, research area Speech and Natural Language Processingconference ACLPublished year 2023AuthorsShruti Bhargava, Anand Dhoot, Ing-Marie Jonsson, Hoang Long Nguyen, Alkesh Patel, Hong Yu, Vincent Renkens; Towards Multimodal Multitask Scene Understanding Models for Indoor Mobile Agentsresearch area Computer Visionconference ICRAEPublished year 2023AuthorsYao-Hung Hubert Tsai, Hanlin Goh, Ali Farhadi, Jian Zhang; 5IDER: Unified Query Rewriting for Steering, Intent Carryover, Disfluencies, Entity Carryover and Repairresearch area Speech and Natural Language Processingconference InterspeechPublished year 2023AuthorsJiarui Lu*, Bo-Hsiang Tseng*, Joel Ruben Antony Moniz*, Site Li, Xueyun Zhu, Hong Yu, Murat Akbacak; Monge, Bregman and Occam: Interpretable Optimal Transport in High-Dimensions with Feature-Sparse Mapsresearch area Methods and Algorithmsconference ICMLPublished year 2023AuthorsMarco Cuturi, Michal Klein, Pierre Ablin; Private Online Prediction from Experts: Separations and Faster Ratesresearch area Methods and Algorithms, research area Privacyconference COLTPublished year 2023AuthorsHilal Asi*, Vitaly Feldman*, Tomer Koren*, Kunal Talwar*; Spatial LibriSpeech: An Augmented Dataset for Spatial Audio Learningresearch area Speech and Natural Language Processingconference InterspeechPublished year 2023AuthorsMiguel Sarabia, Elena Menyaylenko, Alessandro Toso, Zak Aldeneh, Shadi Pirhosseinloo, Luca Zappella, Barry Theobald, Nick Apostoloff, Jonathan Sheaffer; Stabilizing Transformer Training by Preventing Attention Entropy Collapseresearch area Methods and Algorithmsconference ICMLPublished year 2023AuthorsShuangfei Zhai*, Tatiana Likhomanenko*, Etai Littwin*, Dan Busbridge*, Jason Ramapuram*, Yizhe Zhang, Jiatao Gu, Josh M. Susskind; The Monge Gap: A Regularizer to Learn All Transport Mapsresearch area Methods and Algorithmsconference ICMLPublished year 2023AuthorsThéo Uscidda, Marco Cuturi; Cross-lingual Knowledge Transfer and Iterative Pseudo-labeling for Low-Resource Speech Recognition with Transducersresearch area Speech and Natural Language ProcessingPublished year 2023AuthorsHonza (Jan) Silovsky, Liuhui Deng, Arturo Argueta, Tresi Arvizo, Roger Hsiao, Sasha Kuznietsov, Yiu-Chang Lin, Xiaoqiang Xiao, Yuanyuan Zhang; Symphony: Composing Interactive Interfaces for Machine Learningresearch area Human-Computer Interaction, research area Tools, Platforms, Frameworksconference CHIPublished year 2023AuthorsAlex Bäuerle*, Ángel Alexander Cabrera*, Fred Hohman, Megan Maher, David Koski, Xavier Suau, Titus Barik, Dominik Moritz; Approximate Nearest Neighbour Phrase Mining for Contextual Speech Recognitionresearch area Speech and Natural Language Processingconference InterspeechPublished year 2023AuthorsMaurits Bleeker, Pawel Swietojanski, Stefan Braun, Xiaodan Zhuang; A Unifying Theory of Distance from Calibrationresearch area Fairness, research area Methods and Algorithmsconference ACM STOCPublished year 2023AuthorsJarosław Błasiok, Parikshit Gopalan, Lunjia Hu, Preetum Nakkiran; Latent Phrase Matching for Dysarthric Speechresearch area Accessibility, research area Speech and Natural Language Processingconference InterspeechPublished year 2023AuthorsColin Lea*, Dianna Yee*, Jaya Narain, Zifang Huang, Lauren Tooley, Jeffrey P. 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Benjamin Shapiro; Efficient Multimodal Neural Networks for Trigger-less Voice Assistantsresearch area Human-Computer Interaction, research area Speech and Natural Language Processingconference InterspeechPublished year 2023AuthorsSai Srujana Buddi, Utkarsh Oggy Sarawgi, Tashweena Heeramun, Karan Sawnhey, Ed Yanosik, Saravana Rathinam, Saurabh Adya; Application-Agnostic Language Modeling for On-Device ASRresearch area Speech and Natural Language Processingconference ACLPublished year 2023AuthorsMarkus Nussbaum-Thom, Lyan Verwimp, Youssef Oualil; Actionable Data Insights for Machine Learningresearch area Human-Computer Interaction, research area Tools, Platforms, Frameworksconference EuroMLSysPublished year 2023AuthorsManuel Bähr*, Nils Braun*, Katrin Honauer*, Ming-Chuan Wu*; Growing and Serving Large Open-domain Knowledge Graphsresearch area Knowledge Bases and Search, research area Speech and Natural Language Processingconference SIGMODPublished year 2023AuthorsIhab F. Ilyas*, JP Lacerda*, Yunyao Li*, Umar Farooq Minhas*, Ali Mousavi*, Jeffrey Pound*, Theodoros Rekatsinas*, Chiraag Sumanth*; Robustness in Multimodal Learning under Train-Test Modality Mismatchresearch area Methods and Algorithmsconference ICMLPublished year 2023AuthorsBrandon McKinzie, Joseph Cheng, Vaishaal Shankar, Yinfei Yang, Jonathon Shlens, Alexander Toshev; Learning Language-Specific Layers for Multilingual Machine Translationresearch area Speech and Natural Language Processingconference ACLPublished year 2023AuthorsTelmo Pessoa Pires, Robin M. 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Lewnard; APE: Aligning Pretrained Encoders to Quickly Learn Aligned Multimodal Representations research area Methods and AlgorithmsWorkshop at NeurIPSPublished year 2022AuthorsElan Rosenfeld, Preetum Nakkiran, Hadi Pouransari, Oncel Tuzel, Fartash Faghri; Emphasis Control for Parallel Neural TTSresearch area Speech and Natural Language Processingconference InterspeechPublished year 2022AuthorsShreyas Seshadri, Tuomo Raitio, Dan Castellani, Jiangchuan Li; The Slingshot Mechanism: An Empirical Study of Adaptive Optimizers and the Grokking Phenomenonresearch area Computer Vision, research area Methods and AlgorithmsWorkshop at NeurIPSPublished year 2022AuthorsVimal Thilak, Etai Littwin, Shuangfei Zhai, Omid Saremi, Roni Paiss and Josh Susskind; A Treatise On FST Lattice Based MMI Trainingresearch area Methods and AlgorithmsWorkshop at SanePublished year 2022AuthorsAdnan Haider, Tim Ng, Zhen Huang, Xingyu Na, Antti Veikko Rosti; Non-Autoregressive Neural Machine Translation: A Call for Clarityresearch area Speech and Natural Language Processingconference EMNLPPublished year 2022AuthorsRobin M. 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Michael Carrell, Neil Mallinar, James Lucas, Preetum Nakkiran; SPIN: An Empirical Evaluation on Sharing Parameters of Isotropic Networksresearch area Computer Vision, research area Methods and Algorithmsconference ECCVPublished year 2022AuthorsChien-Yu Lin*, Anish Prabhu*, Thomas Merth, Sachin Mehta, Anurag Ranjan, Maxwell Horton, Mohammad Rastegari; Learning Bias-reduced Word Embeddings Using Dictionary Definitionsresearch area Speech and Natural Language Processingconference ACLPublished year 2022AuthorsHaozhe An, Xiaojiang Liu, Jian Zhang; Low-Rank Optimal Transport: Approximation, Statistics and Debiasingresearch area Methods and Algorithmsconference NeurIPSPublished year 2022AuthorsMeyer Scetbon, Marco Cuturi; Safe Real-World Reinforcement Learning for Mobile Agent Obstacle Avoidanceresearch area Methods and Algorithms, research area Tools, Platforms, Frameworksconference BayLearnPublished year 2022AuthorsMario Srouji, Wei Ding, Yao-Hung Hubert Tsai, Ali Farhadi, and Jian Zhang; Speech Emotion: Investigating Model Representations, Multi-Task Learning and Knowledge Distillationresearch area Methods and Algorithms, research area Speech and Natural Language Processingconference InterspeechPublished year 2022AuthorsVikramjit Mitra, Hsiang-Yun Sherry Chien, Vasudha Kowtha, Joseph Yitan Cheng, Erdrin Azemi; Texturify: Generating Textures on 3D Shape Surfacesresearch area Computer Visionconference ECCVPublished year 2022AuthorsYawar Siddiqui, Justus Thies, Fangchang Ma, Qi Shan, Matthias Nießner, and Angela Dai; Generative Multiplane Images: Making a 2D GAN 3D-Awareresearch area Computer Visionconference ECCVPublished year 2022AuthorsXiaoming Zhao, Fangchang Ma, David Güera, Zhile Ren, Alexander G. Schwing, Alex Colburn; FLAIR: Federated Learning Annotated Image Repositoryresearch area Computer Vision, research area Privacyconference NeurIPSPublished year 2022AuthorsCongzheng Song, Filip Granqvist, Kunal Talwar; Privacy of Noisy Stochastic Gradient Descent: More Iterations without More Privacy Lossresearch area Methods and Algorithms, research area Privacyconference NeurIPSPublished year 2022AuthorsJason M. Altschuler*, Kunal Talwar*; Two-Layer Bandit Optimization for Recommendationsresearch area Data Science and Annotation, research area Methods and Algorithmsconference RecSysPublished year 2022AuthorsSiyong Ma, Puja Das, Sofia Maria Nikolakaki, Qifeng Chen, Humeyra Topcu Altintas; GAUDI: A Neural Architect for Immersive 3D Scene Generationresearch area Computer Vision, research area Methods and Algorithmsconference NeurIPSPublished year 2022AuthorsMiguel Angel Bautista, Pengsheng Guo, Samira Abnar, Walter Talbott, Alexander Toshev, Zhuoyuan Chen, Laurent Dinh, Shuangfei Zhai, Hanlin Goh, Daniel Ulbricht, Afshin Dehghan, Josh Susskind; PhysioMTL: Personalizing Physiological Patterns using Optimal Transport Multi-Task Regressionresearch area Health, research area Methods and Algorithmsconference CHILPublished year 2022AuthorsJiacheng Zhu, Gregory Darnell, Agni Kumar, Ding Zhao, Bo Li, Xuanlong Nguyen, Shirley You Ren; Toward Supporting Quality Alt Text in Computing Publicationsresearch area Accessibility, research area Human-Computer Interactionconference W4APublished year 2022AuthorsCandace Williams, Lilian de Greef, Ed Harris, Leah Findlater, Amy Pavel, Cynthia Bennett; Providing Insights for Open-Response Surveys via End-to-End Context-Aware Clusteringresearch area Human-Computer Interaction, research area Speech and Natural Language ProcessingPublished year 2022AuthorsSoheil Esmaeilzadeh, Brian Williams, Davood Shamsi, Onar Vikingstad; Layer-Wise Data-Free CNN Compressionresearch area Computer Visionconference ICPRPublished year 2022AuthorsMaxwell Horton, Yanzi Jin, Ali Farhadi, Mohammad Rastegari; RGB-X Classification for Electronics Sortingresearch area Computer VisionPublished year 2022AuthorsFNU Abhimanyu*, Tejas Zodage*, Umesh Thillaivasan, Xinyue Lai, Rahul Chakwate, Javier Santillan, Emma Oti, Ming Zhao, Ralph Boirum Howie Choset, Matthew Travers; ASpanFormer: Detector-Free Image Matching with Adaptive Span Transformerresearch area Computer Visionconference ECCVPublished year 2022AuthorsHongkai Chen, Zixin Luo, Lei Zhou, Yurun Tian, Mingmin Zhen, Tian Fang, David Mckinnon, Yanghai Tsin, Long Quan; Mel Spectrogram Inversion with Stable Pitchresearch area Methods and Algorithms, research area Speech and Natural Language ProcessingPublished year 2022AuthorsBruno Di Giorgi*, Mark Levy*, Richard Sharp; Multi-objective Hyper-parameter Optimization of Behavioral Song Embeddingsresearch area Human-Computer Interaction, research area Methods and Algorithmsconference ISMIRPublished year 2022AuthorsMassimo Quadrana, Antoine Larreche-Mouly, Matthias Mauch; Improving Voice Trigger Detection with Metric Learningresearch area Speech and Natural Language Processingconference InterspeechPublished year 2022AuthorsPrateeth Nayak, Takuya Higuchi, Anmol Gupta, Shivesh Ranjan, Stephen Shum, Siddharth Sigtia, Erik Marchi, Varun Lakshminarasimhan, Minsik Cho, Saurabh Adya, Chandra Dhir, Ahmed Tewfik; NeILF: Neural Incident Light Field for Material and Lighting Estimationresearch area Computer Visionconference ECCVPublished year 2022AuthorsYao Yao, Jingyang Zhang, Jingbo Liu, Yihang Qu, Tian Fang, David McKinnon, Yanghai Tsin, Long Quan; Combining Compressions for Multiplicative Size Scaling on Natural Language Tasksresearch area Speech and Natural Language ProcessingPublished year 2022AuthorsRajiv Movva*, Jinhao Lei*, Shayne Longpre, Ajay Gupta, Chris DuBois; Integrating Categorical Features in End-To-End ASRresearch area Speech and Natural Language ProcessingPublished year 2022AuthorsRongqing Huang; CVNets: High Performance Library for Computer Visionresearch area Computer Vision, research area Tools, Platforms, Frameworksconference ACM MultimediaPublished year 2022AuthorsSachin Mehta, Farzad Abdolhosseini, Mohammad Rastegari; Space-Efficient Representation of Entity-centric Query Language Modelsresearch area Speech and Natural Language Processingconference InterspeechPublished year 2022AuthorsChristophe Van Gysel, Mirko Hannemann, Ernest Pusateri, Youssef Oualil, Ilya Oparin; A Dense Material Segmentation Dataset for Indoor and Outdoor Scene Parsingresearch area Computer Visionconference ECCVPublished year 2022AuthorsPaul Upchurch* and Ransen Niu*; Benign, Tempered, or Catastrophic: A Taxonomy of Overfittingresearch area Computer Vision, research area Methods and AlgorithmsPublished year 2022AuthorsNeil Mallinar, James B. Simon, Amirhesam Abedsoltan, Parthe Pandit, Mikhail Belkin, Preetum Nakkiran; FORML: Learning to Reweight Data for Fairnessresearch area Computer Vision, research area FairnessWorkshop at ICMLPublished year 2022AuthorsBobby Yan*, Skyler Seto*, Nicholas Apostoloff; Regularized Training of Nearest Neighbor Language Modelsresearch area Speech and Natural Language ProcessingWorkshop at NAACLPublished year 2022AuthorsJean-Francois Ton, Walter Talbott, Shuangfei Zhai, Josh Susskind; Minimax Demographic Group Fairness in Federated Learningresearch area Fairness, research area Privacyconference ACM FAccTPublished year 2022AuthorsAfroditi Papadaki, Natalia Martinez, Martin Bertran, Guillermo Sapiro and Miguel Rodrigues; NeuMan: Neural Human Radiance Field from a Single Videoresearch area Computer VisionPublished year 2022AuthorsWei Jiang, Kwang Moo Yi, Golnoosh Samei, Oncel Tuzel, Anurag Ranjan; Device-Directed Speech Detection: Regularization via Distillation for Weakly-Supervised Modelsresearch area Methods and Algorithms, research area Speech and Natural Language Processingconference InterspeechPublished year 2022AuthorsVineet Garg*, Ognjen (Oggi) Rudovic*, Pranay Dighe*, Ahmed H. Abdelaziz, Erik Marchi, Saurabh Adya, Chandra Dhir, Ahmed Tewfik; Vocal Effort Modeling in Neural TTS for Improving the Intelligibility of Synthetic Speech in Noiseresearch area Human-Computer Interaction, research area Speech and Natural Language Processingconference InterspeechPublished year 2022AuthorsTuomo Raitio, Petko Petkov, Jiangchuan Li, Muhammed Shifas, Andrea Davis, Yannis Stylianou; Reachability Embeddings: Self-Supervised Representation Learning from Spatiotemporal Motion Trajectories for Multimodal Geospatial Computer Visionresearch area Computer Vision, research area Methods and Algorithmsconference IEEE MDMPublished year 2022AuthorsSwetava Ganguli, C. V. Krishnakumar Iyer, Vipul Pandey; Dynamic Memory for Interpretable Sequential Optimizationresearch area Data Science and Annotation, research area Methods and AlgorithmsWorkshop at KDDPublished year 2022AuthorsSrivas Chennu*, Andrew Maher*, Jamie Martin*, Subash Prabhanantham*; ARtonomous: Introducing Middle School Students to Reinforcement Learning Through Virtual Roboticsresearch area Human-Computer Interactionconference ACM Interaction Design and ChildrenPublished year 2022AuthorsGriffin Dietz, Jennifer King Chen, Jazbo Beason, Matthew Tarrow, Adriana Hilliard, and R. Benjamin Shapiro; Efficient Representation Learning via Adaptive Context Poolingresearch area Methods and Algorithmsconference ICMLPublished year 2022AuthorsChen Huang, Walter Talbott, Navdeep Jaitly, Josh Susskind; Leveraging Entity Representations, Dense-Sparse Hybrids, and Fusion-in-Decoder for Cross-Lingual Question Answeringresearch area Knowledge Bases and Search, research area Speech and Natural Language ProcessingWorkshop at NAACLPublished year 2022AuthorsZhucheng Tu, Janani Padmanabhan; Optimal Algorithms for Mean Estimation under Local Differential Privacyresearch area Methods and Algorithms, research area Privacyconference ICMLPublished year 2022AuthorsHilal Asi*, Vitaly Feldman*, Kunal Talwar*; Position Prediction as an Effective Pre-training Strategyresearch area Methods and Algorithmsconference ICMLPublished year 2022AuthorsShuangfei Zhai, Navdeep Jaitly, Tatiana Likhomanenko, Jason Ramapuram, Dan Busbridge, Walter Talbott, Chen Huang, Hanlin Goh, Joseph Yitan Cheng, Josh Susskind; Private Frequency Estimation via Projective Geometryresearch area Methods and Algorithms, research area Privacyconference ICMLPublished year 2022AuthorsVitaly Feldman*, Jelani Nelson*, Huy Nguyen*, Kunal Talwar*; Self-Conditioning Pre-Trained Language Modelsresearch area Methods and Algorithms, research area Speech and Natural Language Processingconference ICMLPublished year 2022AuthorsXavier Suau, Luca Zappella, Nicholas Apostoloff; Style Equalization: Unsupervised Learning of Controllable Generative Sequence Modelsresearch area Methods and Algorithms, research area Speech and Natural Language Processingconference ICMLPublished year 2022AuthorsJen-Hao Rick Chang, Ashish Shrivastava, Hema Swetha Koppula, Xiaoshuai Zhang, Oncel Tuzel; Critical Regularizations for Neural Surface Reconstruction in the Wildresearch area Computer Visionconference CVPRPublished year 2022AuthorsJingyang Zhang, Yao Yao, Shiwei Li, Tian Fang, David McKinnon, Yanghai Tsin, Long Quan; Neural Face Video Compression using Multiple Viewsresearch area Computer VisionWorkshop at CVPRPublished year 2022AuthorsAnna Volokitin, Stefan Brugger, Ali Benlalah, Sebastian Martin, Brian Amberg, Michael Tschannen; Efficient Multi-view Stereo via Attention-Driven 2D Convolutionsresearch area Computer Visionconference CVPRPublished year 2022AuthorsZhenpei Yang, Zhile Ren, Qi Shan, Qixing Huang; Robust Joint Shape and Pose Optimization for Few-view Object Reconstructionresearch area Computer Visionconference CVPRPublished year 2022AuthorsZhenpei Yang, Zhile Ren, Miguel Angel Bautista, Zaiwei Zhang, Qi Shan, Qixing Huang; Forward Compatible Training for Large-Scale Embedding Retrieval Systemsresearch area Computer Vision, research area Methods and Algorithmsconference CVPRPublished year 2022AuthorsVivek Ramanujan*, Pavan Kumar Anasosalu Vasu, Ali Farhadi, Oncel Tuzel, Hadi Pouransari*; Bilingual End-to-End ASR with Byte-Level Subwordsresearch area Speech and Natural Language Processingconference ICASSPPublished year 2022AuthorsLiuhui Deng, Roger Hsiao, and Arnab Ghoshal; End-to-End Speech Translation for Code Switched Speechresearch area Speech and Natural Language Processingconference ACLPublished year 2022AuthorsOrion Weller, Matthias Sperber, Telmo Pires, Hendra Setiawan, Christian Gollan, Dominic Telaar, Matthias Paulik; Streaming On-Device Detection of Device Directed Speech from Voice and Touch-Based Invocationresearch area Methods and Algorithms, research area Speech and Natural Language Processingconference ICASSPPublished year 2022AuthorsOggi Rudovic*, Akanksha Bindal*, Vineet Garg*, Pramod Simha*, Pranay Dighe, Sachin Kajarekar; Training a Tokenizer for Free with Private Federated Learningresearch area Privacy, research area Speech and Natural Language Processingconference ACLPublished year 2022AuthorsEugene Bagdasaryan, Congzheng Song, Rogier van Dalen, Matt Seigel, Áine Cahill; Utilizing Imperfect Synthetic Data to Improve Speech Recognitionresearch area Speech and Natural Language Processingconference ICASSPPublished year 2022AuthorsTing-Yao Hu, Mohammadreza Armandpour, Ashish Shrivastava, Jen-Hao Rick Chang, Hema Koppula, Oncel Tuzel; Data Incubation - Synthesizing Missing Data for Handwriting Recognitionresearch area Methods and Algorithmsconference ICASSPPublished year 2022AuthorsJen-Hao Rick Chang, Martin Bresler, Youssouf Chherawala, Adrien Delaye, Thomas Deselaers, Ryan Dixon, Oncel Tuzel; A Platform for Continuous Construction and Serving of Knowledge At Scaleresearch area Knowledge Bases and Search, research area Tools, Platforms, Frameworksconference SIGMODPublished year 2022AuthorsIhab F. Ilyas, Theodoros Rekatsinas, Vishnu Konda, Jeffrey Pound, Xiaoguang Qi, Mohamed Soliman; Neo: Generalizing Confusion Matrix Visualization to Hierarchical and Multi-Output Labelsresearch area Data Science and Annotation, research area Human-Computer Interactionconference CHIPublished year 2022AuthorsJochen Görtler, Fred Hohman, Dominik Moritz, Kanit Wongsuphasawat, Donghao Ren, Rahul Nair, Marc Kirchner, Kayur Patel; Low-Resource Adaptation of Open-Domain Generative Chatbotsresearch area Knowledge Bases and Search, research area Speech and Natural Language Processingconference ACLPublished year 2022AuthorsGreyson Gerhard-Young*, Raviteja Anantha*, Srinivas Chappidi, Björn Hoffmeister; Differentiable K-Means Clustering Layer for Neural Network Compressionresearch area Methods and Algorithmsconference ICLRPublished year 2022AuthorsMinsik Cho*, Keivan A. Vahid*, Saurabh Adya, Mohammad Rastegari; Enabling Hand Gesture Customization on Wrist-Worn Devicesresearch area Human-Computer Interactionconference CHIPublished year 2022AuthorsXuhai Xu, Jun Gong, Carolina Brum, Lilian Liang, Bongsoo Suh, Kumar Gupta, Yash Agarwal, Laurence Lindsey, Runchang Kang, Behrooz Shahsavari, Tu Nguyen, Heriberto Nieto, Scott E. Hudson, Charlie Maalouf, Seyed Mousavi, Gierad Laput; Learning Compressed Embeddings for On-Device Inferenceresearch area Methods and Algorithmsconference MLSysPublished year 2022AuthorsNiketan Pansare, Jay Katukuri, Aditya Arora, Frank Cipollone, Riyaaz Shaik, Noyan Tokgozoglu and Chandru Venkataraman; Neural Fisher Kernel: Low-rank Approximation and Knowledge Distillationresearch area Methods and Algorithmsconference ICLRPublished year 2022AuthorsRuixiang Zhang, Shuangfei Zhai, Etai Littwin, Josh Susskind; Towards Complete Icon Labeling in Mobile Applicationsresearch area Accessibility, research area Human-Computer Interactionconference CHIPublished year 2022AuthorsJieshan Chen, Amanda Swearngin, Jason Wu, Titus Barik, Jeffrey Nichols and Xiaoyi Zhang; Understanding Screen Relationships from Screenshots of Smartphone Applicationsresearch area Human-Computer Interactionconference IUIPublished year 2022AuthorsShirin Feiz, Jason Wu, Xiaoyi Zhang, Amanda Swearngin, Titus Barik, Jeffrey Nichols; MobileViT: Light-weight, General-purpose, and Mobile-friendly Vision Transformerresearch area Computer Visionconference ICLRPublished year 2022AuthorsSachin Mehta, Mohammad Rastegari; Synthetic Defect Generation for Display Front-of-Screen Quality Inspection: A Surveyresearch area Computer Visionconference SIDPublished year 2022AuthorsShancong Mou, Meng Cao, Zhendong Hong, Ping Huang, Jiulong Shan, Jianjun Shi; Differential Secrecy for Distributed Data and Applications to Robust Differentially Secure Vector Summationresearch area Methods and Algorithms, research area PrivacyPublished year 2022AuthorsKunal Talwar; Information Gain Propagation: A New Way to Graph Active Learning with Soft Labelsresearch area Methods and Algorithmsconference ICLRPublished year 2022AuthorsWentao Zhang, Yexin Wang, Zhenbang You, Meng Cao, Ping Huang, Jiulong Shan , Zhi Yang, Bin Cui; Can Open Domain Question Answering Models Answer Visual Knowledge Questions? research area Speech and Natural Language ProcessingPublished year 2022AuthorsJiawen Zhang, Abhijit Mishra, Avinesh P.V.S, Siddharth Patwardhan, Sachin Agarwal; Non-verbal Sound Detection for Disordered Speechresearch area Accessibility, research area Speech and Natural Language Processingconference ICASSPPublished year 2022AuthorsColin Lea, Zifang Huang, Dhruv Jain, Lauren Tooley, Zeinab Liaghat, Shrinath Thelapurath, Leah Findlater, Jeffrey P. Bigham; Hierarchical Prosody Modeling and Control in Non-Autoregressive Parallel Neural TTSresearch area Human-Computer Interaction, research area Speech and Natural Language Processingconference ICASSPPublished year 2022AuthorsTuomo Raitio, Jiangchuan Li, Shreyas Seshadri; Element Level Differential Privacy: The Right Granularity of Privacyresearch area PrivacyPublished year 2022AuthorsHilal Asi, John Duchi, Omid Javidbakht; Learning Spatiotemporal Occupancy Grid Maps for Lifelong Navigation in Dynamic Scenesresearch area Computer Visionconference ICRAPublished year 2022AuthorsHugues Thomas, Matthieu Gallet de Saint Aurin, Jian Zhang, Timothy D. Barfoot; Collaborative Filtering via Tensor Decompositionresearch area Knowledge Bases and Search, research area Methods and AlgorithmsPublished year 2022AuthorsShiwen Zhao, Charles Crissman, Guillermo R Sapiro; Fast and Explicit Neural View Synthesisresearch area Computer Vision, research area Methods and Algorithmsconference WACVPublished year 2022AuthorsPengsheng Guo, Miguel Angel Bautista, Alex Colburn, Liang Yang, Daniel Ulbricht, Joshua M. Susskind, Qi Shan; Federated Evaluation and Tuning for On-Device Personalization: System Design & Applicationsresearch area Methods and Algorithms, research area Tools, Platforms, FrameworksPublished year 2022AuthorsMatthias Paulik, Matt Seigel, Henry Mason, Dominic Telaar, Joris Kluivers, Rogier van Dalen, Chi Wai Lau, Luke Carlson, Filip Granqvist, Chris Vandevelde, Sudeep Agarwal, Julien Freudiger, Andrew Byde, Abhishek Bhowmick, Gaurav Kapoor, Si Beaumont, Áine Cahill, Dominic Hughes, Omid Javidbakht, Fei Dong, Rehan Rishi, Stanley Hung; Lyric Document Embeddings for Music Taggingresearch area Data Science and Annotation, research area Methods and AlgorithmsPublished year 2022AuthorsMatt McVicar, Bruno Di Giorgi, Baris Dundar, Matthias Mauch; Acoustic Neighbor Embeddingsresearch area Methods and Algorithms, research area Speech and Natural Language ProcessingPublished year 2022AuthorsWoojay Jeon; Model Stability with Continuous Data Updatesresearch area Methods and Algorithms, research area Speech and Natural Language ProcessingPublished year 2022AuthorsHuiting Liu, Avinesh P.V.S, Siddharth Patwardhan, Peter Grasch, Sachin Agarwal; Reconstructing Training Data from Diverse ML Models by Ensemble Inversionresearch area Computer Visionconference WACVPublished year 2022AuthorsQian Wang, Daniel Kurz; Fair SA: Sensitivity Analysis for Fairness in Face Recognitionresearch area Computer Vision, research area Fairnessconference NeurIPSPublished year 2021AuthorsAparna R. Joshi, Xavier Suau, Nivedha Sivakumar, Luca Zappella, Nicholas Apostoloff; Learning Invariant Representations with Missing Dataresearch area Health, research area Methods and AlgorithmsWorkshop at NeurIPSPublished year 2021AuthorsMark Goldstein, Jörn-Henrik Jacobsen, Olina Chau, Adriel Saporta, Aahlad Puli, Rajesh Ranganath, Andrew C. Miller; Robust Robotic Control from Pixels Using Contrastive Recurrent State-Space Modelsresearch area Methods and AlgorithmsWorkshop at NeurIPSPublished year 2021AuthorsNitish Srivastava, Walter Talbott, Martin Bertran Lopez, Shuangfei Zhai, Josh Susskind; Challenges of Adversarial Image Augmentationsresearch area Computer Vision, research area Methods and AlgorithmsWorkshop at NeurIPSPublished year 2021AuthorsArno Blaas, Xavier Suau Cuadros, Jason Ramapuram, Luca Zappella, Nicholas Apostoloff; Self-supervised Semi-supervised Learning for Data Labeling and Quality Evaluationresearch area Data Science and Annotation, research area Methods and AlgorithmsWorkshop at NeurIPSPublished year 2021AuthorsHaoping Bai, Meng Cao, Ping Huang, Jiulong Shan; BatchQuant: Quantized-for-all Architecture Search with Robust Quantizerresearch area Computer Vision, research area Methods and Algorithmsconference NeurIPSPublished year 2021AuthorsHaoping Bai, Meng Cao, Ping Huang, Jiulong Shan; High Fidelity 3D Reconstructions with Limited Physical Viewsresearch area Computer Visionconference 3DVPublished year 2021AuthorsMosam Dabhi, Chaoyang Wang, Kunal Saluja, Laszlo A. Jeni, Ian Fasel, Simon Lucey; ARKitScenes - A Diverse Real-World Dataset For 3D Indoor Scene Understanding Using Mobile RGB-D Dataresearch area Computer Visionconference NeurIPSPublished year 2021AuthorsGilad Baruch, Zhuoyuan Chen, Afshin Dehghan, Tal Dimry, Yuri Feigin, Peter Fu, Thomas Gebauer, Brandon Joffe, Daniel Kurz, Arik Schwartz, Elad Shulman; Do Self-Supervised and Supervised Methods Learn Similar Visual Representations?research area Computer Vision, research area Methods and AlgorithmsWorkshop at NeurIPSPublished year 2021AuthorsTom George Grigg*, Dan Busbridge*, Jason Ramapuram, Russ Webb; Enforcing Fairness in Private Federated Learning via The Modified Method of Differential Multipliersresearch area Fairness, research area PrivacyWorkshop at NeurIPSPublished year 2021AuthorsBorja Rodríguez-Gálvez, Filip Granqvist, Rogier van Dalen, Matt Seigel; Individual Privacy Accounting via a Renyi Filterresearch area PrivacyWorkshop at NeurIPSPublished year 2021AuthorsVitaly Feldman, Tijana Zrnic; Probabilistic Attention for Interactive Segmentationresearch area Computer Vision, research area Data Science and Annotationconference NeurIPSPublished year 2021AuthorsPrasad Gabbur, Manjot Bilkhu, Javier Movellan; RIM: Reliable Influence-based Active Learning on Graphsresearch area Data Science and Annotation, research area Methods and Algorithmsconference NeurIPSPublished year 2021AuthorsWentao Zhang, Yexin Wang, Zhenbang You, Meng Cao, Ping Huang, Jiulong Shan, Zhi Yang, Bin Cui; Stochastic Contrastive Learningresearch area Computer Vision, research area Methods and AlgorithmsWorkshop at NeurIPSPublished year 2021AuthorsJason Ramapuram*, Dan Busbridge*, Xavier Suau, Russ Webb; It’s Complicated: Characterizing The Time-varying Relationship Between Cell Phone Mobility and COVID-19 Spread in the USresearch area Health, research area Methods and Algorithmsconference Nature Digital MedicinePublished year 2021AuthorsSean Jewell, Joseph Futoma, Lauren Hannah, Andrew C. Miller, Nicholas J. Foti, Emily B. Fox; Plan-then-Generate: Controlled Data-to-Text research area Speech and Natural Language Processingconference EMNLPPublished year 2021AuthorsYixuan Su, David Vandyke, Sihui Wang, Yimai Fang, Nigel Collier; Randomized Controlled Trials without Data Retentionresearch area Data Science and Annotation, research area Privacyconference CODEPublished year 2021AuthorsWinston Chou; Interdependent Variables: Remotely Designing Tactile Graphics for an Accessible Workflowresearch area Accessibility, research area Human-Computer Interactionconference ASSETSPublished year 2021AuthorsLilian de Greef, Dominik Moritz, Cynthia Bennett; Breiman's Two Cultures: You Don't Have to Choose Sidesresearch area Health, research area Methods and Algorithmsconference Observational StudiesPublished year 2021AuthorsAndrew C. Miller, Nicholas J. Foti, Emily B. Fox; Cross-Domain Data Integration for Entity Disambiguation in Biomedical Textresearch area Knowledge Bases and Search, research area Speech and Natural Language Processingconference EMNLPPublished year 2021AuthorsMaya Varma, Laurel Orr, Sen Wu, Megan Leszczynski, Xiao Ling and Christopher Ré; Evaluating the Fairness of Fine-Tuning Strategies in Self-Supervised Learningresearch area Computer Vision, research area Fairnessconference BayLearnPublished year 2021AuthorsJason Ramapuram*, Dan Busbridge*, Russ Webb; Learning Compressible Subspaces for Adaptive Network Compression at Inference Timeresearch area Computer Vision, research area Methods and AlgorithmsPublished year 2021AuthorsElvis Nunez*, Maxwell Horton*, Anurag Ranjan, Anish Prabhu, Ali Farhadi, Mohammad Rastegari; MMIU: Dataset for Visual Intent Understanding in Multimodal Assistantsresearch area Computer Vision, research area Speech and Natural Language Processingconference WeCNLPPublished year 2021AuthorsAlkesh Patel, Joel Ruben Antony Moniz, Roman Nguyen, Nicholas Tzou, Hadas Kotek, Vincent Renkens; On-device Neural Speech Synthesisresearch area Speech and Natural Language Processingconference ASRUPublished year 2021AuthorsSivanand Achanta, Albert Antony, Ladan Golipour, Jiangchuan Li, Tuomo Raitio, Ramya Rasipuram, Francesco Rossi, Jennifer Shi, Jaimin Upadhyay, David Winarsky, Hepeng Zhang; Entity-Based Knowledge Conflicts in Question Answeringresearch area Speech and Natural Language Processingconference EMNLPPublished year 2021AuthorsShayne Longpre, Kartik Perisetla, Anthony Chen, Nikhil Ramesh, Chris DuBois, Sameer Singh; Finding Experts in Transformer Modelsresearch area Methods and Algorithms, research area Speech and Natural Language Processingconference BayLearnPublished year 2021AuthorsXavier Suau, Luca Zappella, Nicholas Apostoloff; DeepPRO: Deep Partial Point Cloud Registration of Objectsresearch area Computer Vision, research area Methods and Algorithmsconference ICCVPublished year 2021AuthorsDonghoon Lee, Onur C. Hamsici, Steven Feng, Prachee Sharma, Thorsten Gernoth; Using Pause Information for More Accurate Entity Recognitionresearch area Speech and Natural Language ProcessingWorkshop at EMNLPPublished year 2021AuthorsSahas Dendukuri, Pooja Chitkara, Joel Ruben Antony Moniz, Xiao Yang, Manos Tsagkias, Stephen Pulman; Conditional Generation of Synthetic Geospatial Images from Pixel-Level and Feature-Level Inputsresearch area Computer Visionconference BayLearnPublished year 2021AuthorsXuerong Xiao, Swetava Ganguli, Vipul Pandey; Multi-task Learning with Cross Attention for Keyword Spottingresearch area Speech and Natural Language Processingconference ASRUPublished year 2021AuthorsTakuya Higuchi, Anmol Gupta, Chandra Dhir; Screen Parsing: Towards Reverse Engineering of UI Models from Screenshotsresearch area Accessibility, research area Human-Computer Interactionconference UISTPublished year 2021AuthorsJason Wu, Xiaoyi Zhang, Jeff Nichols, Jeffrey P. Bigham; Self-Supervised Learning of Lidar Segmentation for Autonomous Indoor Navigationresearch area Computer Visionconference ICRAPublished year 2021AuthorsHugues Thomas, Ben Agro, Mona Gridseth, Jian Zhang, Timothy D. Barfoot; A Survey on Privacy from Statistical, Information and Estimation-Theoretic Viewsresearch area Privacyconference IEEE BITS the Information Theory MagazinePublished year 2021AuthorsHsiang Hsu, Natalia Lucienne Martinezgil, Martin Bertran, Guillermo Sapiro, Flavio Calmon; Combining Speakers of Multiple Languages to Improve Quality of Neural Voicesresearch area Speech and Natural Language Processingconference SSWPublished year 2021AuthorsJavier Latorre, Charlotte Bailleul, Tuuli Morrill, Alistair Conkie, Yannis Stylianou; Audiovisual Speech Synthesis using Tacotron2research area Human-Computer Interaction, research area Speech and Natural Language Processingconference ICMIPublished year 2021AuthorsAhmed Hussen Abdelaziz*, Anushree Prasanna Kumar*, Chloe Seivwright, Gabriele Fanelli, Justin Binder, Yannis Stylianou, Sachin Kajarekar; User-Initiated Repetition-Based Recovery in Multi-Utterance Dialogue Systemsresearch area Speech and Natural Language Processingconference InterspeechPublished year 2021AuthorsHoang Long Nguyen, Vincent Renkens, Joris Pelemans, Srividya Pranavi Potharaju, Anil Kumar Nalamalapu, Murat Akbacak; DEXTER: Deep Encoding of External Knowledge for Named Entity Recognition in Virtual Assistantsresearch area Speech and Natural Language Processingconference InterspeechPublished year 2021AuthorsDeepak Muralidharan*, Joel Ruben Antony Moniz*, Weicheng Zhang, Stephen Pulman, Lin Li, Megan Barnes, Jingjing Pan, Jason Williams, Alex Acero; Managing ML Pipelines: Feature Stores and the Coming Wave of Embedding Ecosystemsresearch area Data Science and Annotation, research area Knowledge Bases and Searchconference VLDBPublished year 2021AuthorsLaurel Orr, Atindriyo Sanyal, Xiao Ling, Karan Goel, Megan Leszczynski; Smooth Sequential Optimization with Delayed Feedbackresearch area Methods and AlgorithmsWorkshop at KDDPublished year 2021AuthorsSrivas Chennu, Jamie Martin, Puli Liyanagama, Phil Mohr; Estimating Respiratory Rate From Breath Audio Obtained Through Wearable Microphonesresearch area Health, research area Methods and Algorithmsconference EMBCPublished year 2021AuthorsAgni Kumar, Vikramjit Mitra, Carolyn Oliver, Adeeti Ullal, Matt Biddulph, Irida Mance; Online Automatic Speech Recognition With Listen, Attend and Spell Modelresearch area Speech and Natural Language Processingconference IEEE Signal Processing LettersPublished year 2021AuthorsRoger Hsiao, Dogan Can, Tim Ng, Ruchir Travadi, Arnab Ghoshal; Subject-Aware Contrastive Learning for Biosignalsresearch area Health, research area Methods and AlgorithmsPublished year 2021AuthorsJoseph Y. Cheng, Hanlin Goh, Kaan Dogrusoz, Oncel Tuzel, Erdrin Azemi; Hypersim: A Photorealistic Synthetic Dataset for Holistic Indoor Scene Understandingresearch area Computer Visionconference ICCVPublished year 2021AuthorsMike Roberts, Jason Ramapuram, Anurag Ranjan, Atulit Kumar, Miguel Angel Bautista, Nathan Paczan, Russ Webb, Joshua M. Susskind; Model-based Metrics: Sample-efficient Estimates of Predictive Model Subpopulation Performanceresearch area Health, research area Methods and Algorithmsconference ML for HealthcarePublished year 2021AuthorsAndrew C. Miller, Leon A. Gatys, Joseph Futoma, Emily B. Fox; RetrievalFuse: Neural 3D Scene Reconstruction with a Databaseresearch area Computer Vision, research area Methods and Algorithmsconference ICCVPublished year 2021AuthorsYawar Siddiqui, Justus Thies, Fangchang Ma, Qi Shan, Matthias Nießner, Angela Dai; Joint Learning of Portrait Intrinsic Decomposition and Relightingresearch area Computer VisionPublished year 2021AuthorsMona Zehni, Shaona Ghosh, Krishna Sridhar, Sethu Raman; Non-parametric Differentially Private Confidence Intervals for the Medianresearch area Methods and Algorithms, research area PrivacyWorkshop at ICMLPublished year 2021AuthorsJoerg Drechsler, Ira Globus-Harris, Audra McMillan, Jayshree Sarathy, Adam Smith; Unconstrained Scene Generation with Locally Conditioned Radiance Fieldsresearch area Computer VisionWorkshop at CVPRPublished year 2021AuthorsTerrance DeVries, Miguel Angel Bautista, Nitish Srivastava, Graham W. Taylor, Joshua M. Susskind; Trinity: A No-Code AI platform for complex spatial datasetsresearch area Computer VisionPublished year 2021AuthorsC. V. Krishnakumar Iyer, Feili Hou, Henry Wang, Yonghong Wang, Kay Oh, Swetava Ganguli, Vipul Pandey; A Simple and Nearly Optimal Analysis of Privacy Amplification by Shufflingresearch area Methods and Algorithms, research area Privacyconference FOCSPublished year 2021AuthorsVitaly Feldman, Audra McMillan, Kunal Talwar; When is Memorization of Irrelevant Training Data Necessary for High-Accuracy Learning?research area Methods and Algorithms, research area PrivacyWorkshop at ICMLPublished year 2021AuthorsGavin R Brown, Mark Bun, Vitaly Feldman, Adam Smith, Kunal Talwar; Implicit Acceleration and Feature Learning in Infinitely Wide Neural Networks with Bottlenecksresearch area Computer Vision, research area Methods and AlgorithmsWorkshop at ICMLPublished year 2021AuthorsEtai Littwin, Omid Saremi, Shuangfei Zhai, Vimal Thilak, Hanlin Goh, Joshua M. Susskind, Greg Yang; A Discriminative Entity Aware Language Model for Virtual Assistantsresearch area Speech and Natural Language Processingconference InterspeechPublished year 2021AuthorsMandana Saebi, Ernie Pusateri, Aaksha Meghawat, Christophe Van Gysel; Analysis and Tuning of a Voice Assistant System for Dysfluent Speechresearch area Speech and Natural Language Processingconference InterspeechPublished year 2021AuthorsVikramjit Mitra, Zifang Huang, Colin Lea, Lauren Tooley, Panayiotis Georgiou, Sachin Kajarekar, Jefferey Bigham; Implicit Greedy Rank Learning in Autoencoders via Overparameterized Linear Networksresearch area Computer Vision, research area Methods and AlgorithmsWorkshop at ICMLPublished year 2021AuthorsShih-Yu Sun, Vimal Thilak, Etai Littwin, Omid Saremi, Joshua M. Susskind; Learning Neural Network Subspacesresearch area Computer Vision, research area Data Science and Annotationconference ICMLPublished year 2021AuthorsMitchell Wortsman, Maxwell Horton, Carlos Guestrin, Ali Farhadi, Mohammad Rastegari; Lossless Compression of Efficient Private Local Randomizersresearch area Methods and Algorithms, research area Privacyconference ICMLPublished year 2021AuthorsVitaly Feldman, Kunal Talwar; Private Adaptive Gradient Methods for Convex Optimizationresearch area Methods and Algorithms, research area Privacyconference ICMLPublished year 2021AuthorsHilal Asi, John Duchi, Alireza Fallah, Omid Javidbakht, Kunal Talwar; Private Stochastic Convex Optimization: Optimal Rates in ℓ1 Geometryresearch area Methods and Algorithms, research area Privacyconference ICMLPublished year 2021AuthorsHilal Asi, Vitaly Feldman, Tomer Koren, Kunal Talwar; Streaming Transformer for Hardware Efficient Voice Trigger Detection and False Trigger Mitigationresearch area Speech and Natural Language ProcessingPublished year 2021AuthorsVineet Garg, Wonil Chang, Siddharth Sigtia, Saurabh Adya, Pramod Simha, Pranay Dighe, Chandra Dhir; 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Williams, Lin Li; On the Transferability of Minimal Prediction Preserving Inputs in Question Answeringresearch area Speech and Natural Language Processingconference NAACLPublished year 2021AuthorsShayne Longpre, Yi Lu, Christopher DuBois; Open-Domain Question Answering Goes Conversational via Question Rewritingresearch area Knowledge Bases and Search, research area Speech and Natural Language Processingconference NAACLPublished year 2021AuthorsRaviteja Anantha*, Svitlana Vakulenko*, Zhucheng Tu, Shayne Longpre, Stephen Pulman, Srinivas Chappidi; Optimize What Matters: Training DNN-HMM Keyword Spotting Model Using End Metricresearch area Speech and Natural Language Processingconference ICASSPPublished year 2021AuthorsAshish Shrivastava, Arnav Kundu, Chandra Dhir, Devang Naik, Oncel Tuzel; Progressive Voice Trigger Detection: Accuracy vs Latencyresearch area Speech and Natural Language Processingconference ICASSPPublished year 2021AuthorsSiddharth Sigtia, John Bridle, Hywel Richards, Pascal Clark, Erik Marchi, Vineet Garg; SapAugment: Learning A Sample Adaptive Policy for Data Augmentationresearch area Speech and Natural Language Processingconference ICASSPPublished year 2021AuthorsTing-Yao Hu, Ashish Shrivastava, Jen-Hao Rick Chang, Hema Koppula, Stefan Braun, Kyuyeon Hwang, Ozlem Kalinli, Oncel Tuzel; Video Frame Interpolation via Structure-Motion based Iterative Feature Fusion research area Computer Vision, research area Methods and Algorithmsconference SIDPublished year 2021AuthorsXi Li, Meng Cao, Yingying Tang, Scott Johnston, Zhendong Hong, Huimin Ma, Jiulong Shan; When Can Accessibility Help? 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Williams; Automatic Class Discovery and One-Shot Interactions for Acoustic Activity Recognition research area Accessibility, research area Human-Computer Interactionconference CHIPublished year 2020AuthorsJason Wu, Chris Harrison, Jeffrey P. 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Susskind; App Usage Predicts Cognitive Ability in Older Adultsresearch area Accessibility, research area Healthconference CHIPublished year 2019AuthorsMitchell L. Gordon, Leon Gatys, Carlos Guestrin, Jeffrey P. 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