Egocentric Video

Momentum

18 papers in the last four weeks, up 80% on the four weeks before. 0.2% of all new papers.

Jul 13Week of Sep 28

Latest papers 139

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  1. NextMe-800: Anticipating Personal Behavior from Months of Egocentric Video

    Oct 1, 2026Zhaoxu Meng, Yiming Sun, Mingyuan Gao +5AnticipateEgocentric Dataset

  2. EgoFound3R: End-to-End Egocentric Hand Reconstruction in World Space with Point-Wise Interaction Attributes

    Oct 1, 2026Hongming Fu, Jingcheng Shi, Wenjia Wang +23D HandHand

  3. Ego2Act: Evaluating Goal-Directed Manipulation in Egocentric Video Generation

    Oct 1, 2026Patrick Amadeus Irawan, Iskandar Muda Rizky Parlambang, Rava Maulana +10Egocentric VideoVideo Generation

  4. MemLife: Curating and Reasoning over Long-Term Egocentric Video Memories

    Sep 30, 2026Guangzhi Xiong, Xinyuan Zhang, Xiao Yang +14Multimodal MemoryEgocentric Video

  5. EgoTools: Towards Tool-Centric Reasoning in Real-World Egocentric Videos

    Sep 30, 2026Shulin Tian, Junsu Kim, Shuai Liu +17Egocentric VideoEgocentric Vision

  6. Exo2EgoHOI: Hand-Object-Interaction Aware Exocentric-to-Egocentric Video Generation

    Sep 29, 2026Hongjia Zhai, Xiyu Zhang, Haoran Zhang +5Egocentric VideoHand-Object Interaction Detection

  7. Does Local Video Understanding Transfer Across Encounters? The EgoGears Benchmark

    Sep 29, 2026Yuedong Tan, Lei Qi, Yu Liu +13Egocentric VideoFine-Grained Video Understanding

  8. APM-Bench: Benchmarking Cross-session Persistent Memory for Egocentric Streaming Video Assistants

    Sep 29, 2026Jianguo Huang, Jinming Liu, Qiyao Wang +9Long VideosEgocentric Video

  9. InfiniHand: Streaming World-Space Hand Motion Estimation from Egocentric Video

    Sep 28, 2026Kerui Ren, Kaiwen Song, Weiguang Zhao +83D HandEgocentric Video

  10. Ego-Forge: Text and Geometric-Attention Free Exo-to-Egocentric Video Generation

    Sep 28, 2026Mohammad Mahdi, Luc Van Gool, Danda Pani PaudelEgocentric VideoEgocentric Vision

  11. Zeva-Ego: Egocentric Mid-Training with In-Context Causal Learning for Robot Manipulation

    Sep 21, 2026Bingjia Huang, Xin Ding, Fu Chen +5Robotic ManipulationEmbodied Artificial Intelligence

  12. PROVIA: Procedure State Tracking for Online Mistake Detection in Egocentric Videos

    Sep 17, 2026Di Wen, Kailun Yang, Jimmy Weissert +7Egocentric VideoFine-Grained Video Understanding

  13. TouchSight: Bare-Handed Tactile Prediction from Egocentric Video via Generative Visual Augmentation

    Sep 17, 2026Danyan Zhou, Jinxuan Lu, Jiawei Lin +3TactileEgocentric Vision

  14. CapMem: A Benchmark for Caption-Based Episodic Memory in Egocentric Video

    Sep 15, 2026Dingli Liang, Yiqiao Xie, Yukai Huang +6Long Video Question AnsweringEpisodic Memory

  15. MEgoVista: Multi-view Ego-aware Motion Estimation for Metric 4D Hands and Head in the Wild

    Sep 15, 2026Jiangong Xiao, Zhihao Zhang, Yifei Dong +73D HandEgocentric Motion Generation

  16. From Where to How: Continuous 4D Interaction Forecasting from Egocentric Video

    Sep 8, 2026Qiaohui Chu, Haoyu Zhang, Meng Liu +3Human Motion Prediction4D

  17. MINT: A Unified Model for World-Space Camera and Hand Motion Estimation from Scalable Egocentric Pipeline Supervision

    Sep 4, 2026Zijie Zhu, Weiren Cai, Yizhou Wang +43D HandEgocentric Video

  18. TempCloze: Can Video-LLMs Identify the Missing Middle?

    Sep 1, 2026Wenqi Pei, Henry Hengyuan Zhao, Yilai Liu +4Egocentric VideoMedium

  19. Seeing the World and the Self from Egocentric Video

    Sep 1, 2026Kai Guan, Minchao Jiang, Ruichen WangLi +2Egocentric Motion GenerationEgocentric Video

  20. AnyWorld: Factorized Egocentric World Models for Cross-Embodiment Generalization

    Aug 29, 2026Cheng Chen, Jerry Bai, Jiacheng Wei +11Cross-Embodiment TransferWorld Models

  21. ACE-Ego-Hand: Repurposing Video Diffusion Models for Occlusion-Robust Egocentric 3D Hand Motion Recovery

    Aug 20, 2026Yufei Liu, Xixi Wang, Hao Li +83D HandEgocentric Video

  22. EgoMonth: A Month-Level Egocentric Video Benchmark for Long-Term Spatiotemporal Memory

    Aug 13, 2026Weitao Chen, Hu Jiaxin, Xie Tianyidan +15Video Multimodal Large Language ModelsLong-Video Benchmarks

  23. R4DSG: Relative 4D Scene Graph Memory for Object-Centric Question Answering in Long Egocentric Video

    Aug 11, 2026Ke Ma, Yamin Mao, Weiming Li +5Long Video Question AnsweringEgocentric Video

  24. EgoHieraLoc: A Cortically Inspired Hierarchical Segmentation-Guided Framework for Egocentric Visual Query Localization

    Aug 10, 2026Yifei Cao, Guolong Wang, Mingliang Hou +3Sequential Visual LocalizationIndoor Localization

  25. SCOUT: Self-Checking and Recovery-Aware Tool-Thought Agents for Ultra-Long Egocentric Video Reasoning

    Aug 8, 2026Keyang Zhong, Kuo Wang, Peng Liu +5Egocentric VideoLong-Horizon Task Planning

  26. VLAff: Vision-Language-Affordance Model for Unified Actionable Affordances

    Aug 5, 2026Jihoon Oh, Kento Kawaharazuka, Kei OkadaScalable Robot LearningEgocentric Video

  27. SiMDex: Mining Similar Egocentric Videos for Cross-Embodiment Dexterous Manipulation

    Aug 4, 2026Nie Lin, Takehiko Ohkawa, Sijin Chen +10Egocentric VideoDexterous Manipulation

  28. RoboReact: Agentic Skill Distillation from Generated Egocentric Videos for Generalizable Whole-Body Manipulation

    Aug 4, 2026Shuliang He, Shuai Wang, Bo Yue +3Human-To-Robot TransferDexterous Manipulation

  29. Ego2Robot: Scalable Robot Data Synthesis from Egocentric Human Data

    Aug 3, 2026Ye Wang, Pei Lin, Xiong-Hui Chen +12Large-Scale Robot Demonstration DatasetsRobotic Data Acquisition

  30. HiResNets: Native Full-HD Video Recognition with Foveal Residual Streams

    Aug 3, 2026Shivani Mall, Swarnim Jain, Joao F. HenriquesHigh-ResolutionResidual Networks

  31. SERUM: State Extraction and Refinement for User Modeling

    Jul 31, 2026Andy J. Phu, James Mooney, Karin de Langis +2User ModelingEgocentric Video

  32. EgoGenesis: Egocentric World-Action Modeling with Online Anchored Projective Memory and Action-3D RoPE

    Jul 30, 2026Zexuan Yan, Yuzhou Wu, Yue Ma +9Egocentric VideoCamera-Conditioned Video Generation

  33. EgoPlay: Event-Triggered Video Editing for Egocentric Streams

    Jul 27, 2026Jinjie Mai, Gordon Guocheng Qian, Willi Menapace +8Video EditingEgocentric Video

  34. Understanding From Human Perspective: A Multi-agent System for Interactive Egocentric Medical Image Segmentation

    Jul 19, 2026Rongjun Ge, Dongyang Wang, Heng Zhu +3Semi-Supervised Medical Image SegmentationMedical Visual Question Answering

  35. Multi-Dimensional Quality Assessment for AI-Generated Human-Centric Videos: Dataset and Model

    Jul 18, 2026Sijing Wu, Yunhao Li, Huiyu Duan +4RaterEgocentric Video

  36. MEMORA: Embodied Action Memory from Egocentric Videos for Reasoning and Planning

    Jul 15, 2026Zihao Yu, Xiu Yuan, Chongjie ZhangClassical PlanningMemo

  37. EgoProceVQA: A Novel Egocentric Procedural Understanding Task with Self-Skill-Exploration Agent

    Jul 15, 2026Junlong Li, Junxi Li, Yuxiang Yang +3Video AgentEgocentric Video

  38. Vinci2: Providing Proactive Assistance in Continuous Egocentric Videos

    Jul 13, 2026Gong Sitong, Tianyu Yan, Caixin Kang +6Egocentric VideoArtificial Intelligence Assistants

  39. AgenticFocus: Object-Preserving Mixed Reality Synthesis from Human FPV Video for Dexterous Humanoid Learning

    Jul 9, 2026Iaroslav Kolomiets, Miguel Altamirano Cabrera, Artem Lykov +6Egocentric VideoCross-Embodiment Transfer

  40. Whareformer: Learning to Track What is Where in Long Egocentric Videos

    Jul 9, 2026Jacob Chalk, Saptarshi Sinha, Dima Damen +2Egocentric VideoMulti-Object Tracking

  41. Do Egocentric Video-Language Models Capture Both Hand- and Object-Centric Cues?

    Jul 9, 2026Masatoshi Tateno, Alexandros Stergiou, Risa Shinoda +2Hand-Object Interaction DetectionEgocentric Video

  42. CoMind: Understanding Collaborative Human Activity from Multiple Minds and Views

    Jul 7, 2026Alexey Gavryushin, Dingxi Zhang, Zhao Huang +8Egocentric DatasetHuman-Robot Collaboration

  43. EgoPolice: A Benchmark for Egocentric Video Understanding in High-Stakes Police Body-Worn Camera Footage

    Jul 7, 2026Max Gonzalez Saez-Diez, Jihoon Chung, Adam D. Wolsky +5PolicingEgocentric Video

  44. EgoInertia-MI: A Multimodal Egocentric Vision and IMU Benchmark for Motor Impairment Assessment

    Jul 4, 2026Fatemah Alhamdoosh, Pietro Pala, Abduallah Mohamed +1Inertial Measurement UnitsEgocentric Vision

  45. Learning to Evolve Scenes: Reasoning about Human Activities with Scene Graphs

    Jul 2, 2026Francesca Pistilli, Simone Alberto Peirone, Giuseppe AvertaSpatio-Temporal Scene GraphsScene Context

  46. LIME: Learning Intent-aware Camera Motion from Egocentric Video

    Jul 2, 2026Boyang Sun, Jiajie Li, Yung-Hsu Yang +6Camera ControlCamera

  47. LongEgoRefer: A Benchmark for Long-Form Egocentric Video Referring Expression Comprehension

    Jul 2, 2026Shunya Kato, Taiki Miyanishi, Shuhei Kurita +3Egocentric VideoVideo Temporal Grounding

  48. HandsOnWorld: Unconstrained Egocentric Video Generation with Camera-Disentangled Hand Control

    Jul 2, 2026Yushuo Chen, Xiaoyu Shi, Xiaoshi Wu +33D HandEgocentric Video

  49. EgoSafetyBench: A Diagnostic Egocentric Video Benchmark for Evaluating Embodied VLMs as Runtime Safety Guards

    Jun 30, 2026Siddhant Panpatil, Arth Singh, Mijin Koo +3Safety BenchmarksEgocentric Video

  50. Human-as-Humanoid: Enabling Zero-Shot Humanoid Learning from Ego-Exo Human Videos with Human-Aligned Embodiments

    Jun 30, 2026Xiaopeng Lin, Ruoqi Yang, Shijie Lian +14Egocentric VideoTeleoperation

  51. The Surprising Effectiveness of Video Diffusion Models for Hand Motion Reconstruction

    Jun 29, 2026Yuxi Wang, Chengkai Jin, Yufei Liu +63D HandVideo Diffusion Models

  52. Graph it first! Enabling Reasoning on Long-form Egocentric Videos through Scene Graphs

    Jun 24, 2026Agnese Taluzzi, Riccardo Santambrogio, Simone Mentasti +2Egocentric Video

  53. Toward Low-Latency Vision-Language Models with Doubly-Correct Predictions in Egocentric Visual Understanding

    Jun 23, 2026Qitong Wang, Fan Du, Pranav Maneriker +2Visual Token PruningStructured Pruning

  54. EgoSAT: A Comprehensive Benchmark of Egocentric Streaming Interaction Understanding

    Jun 23, 2026Yijia Lei, Jinzhao Li, Yichi Zhang +3Egocentric VideoQuestion-Answer Pairs