Egocentric Video Understanding

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15 papers in the last four weeks, up 150% on the four weeks before. 0.1% of all new papers.

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  1. EggHand: A Multimodal Foundation Model for Egocentric Hand Pose Forecasting

    May 8, 2026Jaeyoung Choi, Hyeondong Kim, Yujin Kim +13D Hand Pose EstimationEgocentric Video Understanding

    DGIST, Republic of Korea

  2. EgoPro-Bench: Benchmarking Personalized Proactive Interaction in Egocentric Video Streams

    May 8, 2026Dongchuan Ran, Linyu Ou, Xueheng Li +5Egocentric Video UnderstandingAI Agent Benchmarks

    Sensetime Reasearch · Beijing Institute of Technology · University of Science and Technology of China

  3. HumanNet: Scaling Human-centric Video Learning to One Million Hours

    May 7, 2026Yufan Deng, Daquan ZhouHuman Activity RecognitionCross-Embodiment Robot Learning

    DAGroup · SimpleSilicon Innovation Team Peking University

  4. LAMP: Localization Aware Multi-camera People Tracking in Metric 3D World

    May 6, 2026Nan Yang, Julian Straub, Fan Zhang +3Egocentric Video Understanding3D Human Pose Estimation

    Meta Reality Labs Research

  5. IMPACT-HOI: Supervisory Control for Onset-Anchored Partial HOI Event Construction

    May 3, 2026Haoshen Zhang, Di Wen, Kunyu Peng +12Human-in-the-Loop AnnotationEgocentric Video Understanding

    Karlsruhe Institute of Technology, 76131 Karlsruhe, Germany · INSAIT, Sofia University “St. Kliment Ohridski”, 1784 Sofia, Bulgaria · ETH Zurich, 8092 Zurich, Switzerland +1

  6. Exploring Audio Hallucination in Egocentric Video Understanding

    Apr 26, 2026Ashish Seth, Xinhao Mei, Changsheng Zhao +9Audio-Visual UnderstandingHallucination in Language Models

    Meta · University Of Maryland, College Park

  7. EgoMAGIC- An Egocentric Video Field Medicine Dataset for Training Perception Algorithms

    Apr 23, 2026Brian VanVoorst, Nicholas Walczak, Christopher Gilleo +9Egocentric Video UnderstandingVideo Action Recognition

    RTX BBN Technologies · New York University · Northeastern University

  8. Ego-InBetween: Generating Object State Transitions in Ego-Centric Videos

    Apr 20, 2026Mengmeng Ge, Takashi Isobe, Xu Jia +7HOI GenerationAction-Conditioned Video Generation

    Advanced Micro Devices, Inc. · Dalian University of Technology · The Hong Kong University of Science and Technology +2

  9. Watching Movies Like a Human: Egocentric Emotion Understanding for Embodied Companions

    Apr 17, 2026Ze Dong, Hao Shi, Zejia Gao +3Multimodal RobustnessEgocentric Video Understanding

    Nanyang Technological University, Singapore · Zhejiang University, China · Ant Group, China +1

  10. How to Correctly Make Mistakes: A Framework for Constructing and Benchmarking Mistake Aware Egocentric Procedural Videos

    Apr 16, 2026Olga Loginova, Frank KellerBenchmark ConstructionEgocentric Video Understanding

    University of Trento · Italy · University of Edinburgh +1

  11. EXPLORE-Bench: Egocentric Scene Prediction with Long-Horizon Reasoning

    Mar 10, 2026Chengjun Yu, Xuhan Zhu, Chaoqun Du +4Multimodal Large Language ModelsEgocentric Video Understanding

    University of Science and Technology of China · Foundation Model Team, Li Auto Inc. · Tsinghua University

  12. FocusGraph: Graph-Structured Frame Selection for Embodied Long Video Question Answering

    Mar 4, 2026Tatiana Zemskova, Solomon Andryushenko, Ilya Obrubov +4Efficient VLM InferenceEgocentric Video QA

    AXXX · MIRAI · Yandex +1

  13. Agentic Very Long Video Understanding

    Jan 26, 2026Aniket Rege, Arka Sadhu, Yuliang Li +5Question AnsweringEgocentric Video Understanding

    Reality Labs Research at Meta · University of Wisconsin-Madison · Work done during internship at Meta

  14. EgoVITA: Learning to Plan and Verify for Egocentric Video Reasoning

    Nov 23, 2025Yogesh Kulkarni, Pooyan FazliEgocentric Video UnderstandingVideo Reasoning

    Arizona State University

  15. SWITCH: Benchmarking Modeling and Handling of Tangible Interfaces in Long-horizon Embodied Scenarios

    Nov 20, 2025Juntao Cheng, Wanyue Zhang, Zhiwei Yu +7Long-Horizon Agent EvaluationEgocentric Video Understanding

    Beijing Academy of Artificial Intelligence (BAAI) · Shanghai Jiao Tong University · School of Artificial Intelligence, University of Chinese Academy of Sciences +3

  16. EgoCogNav: Cognition-aware Human Egocentric Navigation

    Nov 15, 2025Zhiwen Qiu, Ziang Liu, Wenqian Niu +2Robot NavigationEgocentric Video Understanding

    Cornell University, Ithaca, NY, USA · Georgia Institute of Technology, Atlanta, GA, USA

  17. From My View to Yours: Learning Egocentric Cues from Exocentric Video using Privileged Egocentric Supervision

    Jan 10, 2025Dominick Reilly, Manish Kumar Govind, Le Xue +1Video UnderstandingVLM Adaptation

    University of North Carolina at Charlotte · Elorian AI

  18. EgoFun3D: Modeling Interactive Objects from Egocentric Videos using Function Templates

    Date pendingWeikun Peng, Denys Iliash, Manolis SavvaArticulated Object Reconstruction3D Part Segmentation

    Simon Fraser University

  19. Ambient @ EgoProactive 2026 : Proactive Egocentric Assistance with Visually Grounded Supervision

    Date pendingLogesh Kumar UmapathiEgocentric Video UnderstandingProactive Assistance

    Team Ambient

  20. Ambient @ EgoLongQA 2026: Distilling Long-Video perception into a Sub-2B Model

    Date pendingLogesh Kumar UmapathiEfficient VLM InferenceEgocentric Video QA

    Team Ambient