Video Action Recognition

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7 papers in the last four weeks, against 2 the four weeks before. 0.1% of all new papers.

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  1. Gen2Balance: Generative Balancing for Long-Tailed Video Action Recognition

    Jun 21, 2026Prajwal Gatti, Simon Jenni, Fabian Caba Heilbron +1Synthetic Data AugmentationLong-Tail Learning

    University of Bristol · 2Adobe Research

  2. LEViL: Label-Efficient Video Learning via Zero-Shot Distillation over VLM-Generated Pseudo-Label Spaces

    Jun 19, 2026Aslı ÇelikVLM DistillationVideo Action Recognition

    Department of Electronics and Communications Engineering Kocaeli University Kocaeli, Türkiye

  3. Robust Zero-Shot Generalization for Open-Vocabulary Action Recognition via Task Arithmetic

    Jun 17, 2026Francesca Morandi, Omayma Moussadek, Federico Venturini +5Zero-Shot LearningOOD Generalization

    University of Modena and Reggio Emilia · University of Pisa · Eni S.p.A.

  4. Divide, Deliberate, Decide: A Multi-Agent Framework for Fine-Grained Egocentric Action Recognition

    Jun 16, 2026Alessandro Sottovia, Alessandro Torcinovich, Oswald LanzZero-Shot LearningMulti-Agent Debate

    Faculty of Engineering, Free University of Bozen-Bolzano, Bolzano, Italy

  5. Decoupled Object-Centric Video Understanding for Generating Robotic Manipulation Commands

    Jun 15, 2026Thanh Nguyen Canh, Thanh-Tuan Tran, Haolan Zhang +3Video Action RecognitionRobotic Manipulation

    School of Information Science, Japan Advanced Institute of Science and Technology, Nomi, 923-1211, Ishikawa, Japan. · University of Engineering and Technology, Vietnam National University, 10000, Hanoi, Vietnam. · Department of Robotics, Hanyang University, Ansan, 15588, Gyeonggi, Korea.

  6. MamBOA: State-Space Architecture for Video Recognition

    Jun 13, 2026Mustafa Bora ÇelikVisual SSMsVideo Action Recognition

    Ankara Medipol University, Ankara, 06050, Turkey

  7. A New Multi-Domain Benchmark for Micro-Action Recognition and Detection

    Jun 12, 2026Yanbin Hao, Pengyu Liu, Xing Wei +3Domain GeneralizationVideo Action Recognition

    School of Computer Science and Information Engineering, Hefei University of Technology, Hefei, China · School of Information Science and Technology, University of Science and Technology of China, Hefei, China

  8. OR-Action: Multi-Role Video Understanding with Fine-Grained Actions

    Jun 11, 2026Felix Tristram, Ege Özsoy, Christian Benz +3Temporal Action SegmentationHuman Activity Recognition

    Technical University of Munich, Germany · Munich Center for Machine Learning (MCML) · Carl Zeiss AG, Germany

  9. TrAction: Action Recognition with Sparse Trajectories

    Jun 2, 2026Jan F. Meier, Felix B. Mueller, Alexander Ecker +1Video Action RecognitionVideo Representation Learning

    Institute of Computer Science and Campus Institute Data Science, University Göttingen, Germany · Max Planck Institute for Dynamics and Self-Organization, Göttingen, Germany

  10. PlayClass: Automated Play Behaviour Classification in Poultry

    May 26, 2026Prince Ravi Leow, Neil Scheidwasser, Rebecca Oscarsson +3Video Action RecognitionAnimal Behavior Analysis

    Section for Health Data Science & AI, University of Copenhagen · 1Section for Health Data Science & AI, University of Copenhagen · Department of Infectious Disease Epidemiology, Imperial College London +2

  11. UAV-OVO: Out-of-Viewpoint Generalization in UAV Action Recognition

    May 25, 2026Yu Xia, Zhengbo Zhang, Shuaihu Zhang +1Test-Time AdaptationOOD Generalization

    Wuhan University · Singapore University of Technology and Design

  12. EgoAction: Egocentric Action Composition with Reliability-Aware Temporal Fusion for the EPIC-KITCHENS Action Detection Challenge at CVPR 2026

    May 23, 2026Zhiheng Fu, Zixu Li, Zhiwei Chen +4Egocentric Video UnderstandingVideo Action Recognition

    1Shandong University · 2Harbin Institute of Technology (Shenzhen)

  13. Spatio-Temporal Similarity Volume Aggregation for Open-Vocabulary Action Recognition

    May 22, 2026Yerim So, Jiyeong Kim, Jiwon Yoon +1Video Action RecognitionVision-Language Alignment

    Ewha Womans University, South Korea

  14. Cross-Domain Human Action Recognition from Multiview Motion and Textual Descriptions

    May 21, 2026Yannick Porto, Renato Martins, Thomas Chalumeau +1Zero-Shot LearningHuman Activity Recognition

    Université Bourgogne Europe, CNRS – France · TEB Group, Prynel SAS – France

  15. Improving Viewpoint-Invariance and Temporal Consistency for Action Detection

    May 21, 2026Yannick Porto, Renato Martins, Thomas Chalumeau +1Video Action RecognitionInvariant Representation Learning

    ⋆Universit Bourgogne Europe, CNRS, ICB · † TEB Group, Prynel SAS

  16. MOTOR: A Multimodal Dataset for Two-Wheeler Rider Behavior Understanding

    May 21, 2026Varun A. Paturkar, Shankar Gangisetty, C. V. JawaharHuman Activity RecognitionVideo Action Recognition

    CVIT, IIIT-Hyderabad, India

  17. DarkShake-DVS: Event-based Human Action Recognition under Low-light andShaking Camera Conditions

    May 20, 2026Jiaqi Chen, Qinfu Xu, Liyuan PanEvent-Based VisionHuman Activity Recognition

    Beijing Institute of Technology

  18. Seeing Through Fog: Towards Fog-Invariant Action Recognition

    May 20, 2026Enqi Liu, Liyuan Pan, Zhi Gao +2Video Action RecognitionVideo Representation Learning

    Beijing Institute of Technology, Beijing, China · Beijing Institute for General Artificial Intelligence, Beijing, China · Yangtze Delta Region Academy of Beijing Institute of Technology, Jiaxing, China

  19. Lens Privacy Sealing: A New Benchmark and Method for Physical Privacy-Preserving Action Recognition

    May 19, 2026Mengyuan Liu, Ziyi Wang, Peiming Li +1Video Action RecognitionPrivacy-Preserving ML

    State Key Laboratory of General Artificial Intelligence, Peking University, Shenzhen Graduate School · Department of Computer Science and Engineering, State University of New York at Buffalo

  20. Return of Frustratingly Easy Unsupervised Video Domain Adaptation

    May 19, 2026Pengfei Wei, Yiqun Sun, Zhiqiang Xu +2Unsupervised Domain AdaptationVideo Action Recognition

    1Magellan Technology Research Institute (MTRI), Japan · 2Mohamed bin Zayed University of Artificial Intelligence, UAE · 3Nanyang Technological University, Singapore.

  21. Factorized Latent Dynamics for Video JEPA: An Empirical Study of Auxiliary Objectives

    May 16, 2026Santosh PremiDisentangled Representation LearningLatent Dynamics Modeling

  22. ATRACT: A Trustworthy Robotic Autonomous system to support Casualty Triage

    May 16, 2026Tasweer Ahmad, Rafael Pina, Sandip Pradhan +6Human-in-the-Loop AIVideo Action Recognition

    Department of Computer Science, Edge Hill University, Ormskirk, U.K. · Institute for Digital Technologies, Loughborough University London, 3 Lesney Avenue, London E20 3BS, U.K. · School of Architecture, Technology and Engineering, University of Brighton, U.K. +1

  23. Visual Timelines of Police Encounters in Body-Worn Camera Footage: Operational Context and Activity Cataloging for Training and Analysis in OpenBWC

    May 16, 2026Angela Srbinovska, Christopher Homan, Adrian Martin +1Human Activity RecognitionVideo Action Recognition

    Department of Computer Science Rochester Institute of Technology Rochester, NY, USA · Office of Business Intelligence Rochester Police Department Rochester, NY, USA · School of Mathematics and Statistics Rochester Institute of Technology Rochester, NY, USA

  24. PoseBridge: Bridging the Skeletonization Gap for Zero-Shot Skeleton-Based Action Recognition

    May 12, 2026Sanghyeon Lee, Jinwoo Kim, Jong Taek LeeSkeleton-Based Action RecognitionHuman Activity Recognition

    School of Computer Science and Engineering Kyungpook National University, Daegu, South Korea

  25. iPay: Integrated Payment Action Recognition via Multimodal Networks and Adaptive Spatial Prior Learning

    May 11, 2026Kaicong Huang, Weiheng Oh, Thomas Guggisberg +1Skeleton-Based Action RecognitionIntelligent Transportation Systems

    Rensselaer Polytechnic Institute, 110 Eighth Street, Troy, NY USA 12180. · Capital District Transportation Authority, 110 Watervliet Avenue, Albany, NY USA 12206.

  26. LookWhen? Fast Video Recognition by Learning When, Where, and What to Compute

    May 7, 2026Ali Salamatian, Anthony Fuller, Pritam Sarkar +3Efficient ViTsVideo Action Recognition

    University of British Columbia · Carleton University · Vector Institute

  27. CFE-PPAR: Compression-friendly encryption for privacy-preserving action recognition leveraging video transformers

    May 7, 2026Haiwei Lin, Shoko Imaizumi, Hitoshi KiyaVideo Action RecognitionPrivacy-Preserving ML

    Graduate School of Informatics Chiba University Chiba, Japan · Faculty of System Design Tokyo Metropolitan University Tokyo, Japan

  28. VideoNet: A Large-Scale Dataset for Domain-Specific Action Recognition

    May 4, 2026Tanush Yadav, Mohammadreza Salehi, Jae Sung Park +6VLM EvaluationVLM Adaptation

    University of Washington · Stanford University · Allen Institute for AI

  29. TemPose-TF-ASF: Two-Stage Bidirectional Stroke Context Fusion for Badminton Stroke Classification

    May 4, 2026Tzu-Yu Liu, Duan-Shin LeeSports Video AnalysisVideo Action Recognition

    Institute of Communications Engineering National Tsing Hua University, Hsinchu City, Taiwan · Department of Computer Science National Tsing Hua University, Hsinchu City, Taiwan

  30. High-Speed Vision Improves Zero-Shot Semantic Understanding of Human Actions

    May 1, 2026Yongpeng Cao, Yuji YamakawaVideo UnderstandingZero-Shot Learning

    Institute of Industrial Science, The University of Tokyo, Japan · Interfaculty Initiative in Information Studies, Graduate School of Interdisciplinary Information Studies, The University of Tokyo, Japan