Temporal Action Localization

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2 papers in the last four weeks, with none the four weeks before. 0.0% of all new papers.

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  1. Action-Slot: Structured Action-Centric Representation Learning for Multi-Agent Atomic Activity Understanding

    Sep 21, 2026Yu-Ho Chang, Chi-Hsi Kung, Yi-Hsuan Tsai +1Autonomous Driving PerceptionVideo Action Recognition

    National Yang Ming Chiao Tung University · Atmanity Inc.

  2. OphBiWSSD: Scaling Temporal Action Localization in Ophthalmic Surgeries with Bidirectional Weight-tied State Space Duality

    Sep 14, 2026Yang Liu, Qionghong Ma, Joongwon Chae +10Surgical Video UnderstandingTemporal Action Detection

    Institute of Biopharmaceutics and Health Engineering, Tsinghua Shenzhen International Graduate School, Shenzhen 518055, China · Department of Ophthalmology, The Fifth Affiliated Hospital of Wenzhou Medical University, Wenzhou Medical University, Lishui 323000, China · School of Optometry, The Hong Kong Polytechnic University +4

  3. Your VLM Already Knows When: Training-Free Temporal Grounding by Asking Yes or No

    Aug 8, 2026Ji Huang, Barry Devereux, Hui WangTemporal Video GroundingTemporal Reasoning in Language Models

    Queen’s University Belfast

  4. Event ActivityNet: A Large-Scale Simulated-Event Benchmark for Untrimmed Action Understanding

    Aug 3, 2026Cheng-Yao Hong, Ting-Wei Lin, Yun-Chung Lai +3Event-Based VisionVideo Action Recognition

    Institute of Information Science, Academia Sinica, Taiwan · Department of Computer Science, National Tsing Hua University, Taiwan

  5. Prompting-MammAlps: Fine-Grained Text-to-Video Retrieval for Camera-Trap Data

    Jul 10, 2026Valentin Gabeff, Baptiste Maquignaz, Jennifer Shan +5Vision-Language RetrievalWildlife Monitoring

    Ecole Polytechnique Fédérale de Lausanne (EPFL), Lausanne, Switzerland · Max Planck Institute of Animal Behavior, Konstanz, Germany · University of Konstanz, Konstanz, Germany

  6. OnPoint: Offline-to-Online Multi-Level Distillation for Point-Supervised Online Temporal Action Localization

    Jul 1, 2026Sakib Reza, Gauri Jagatap, Mohsen Moghaddam +2Knowledge DistillationTemporal Video Understanding

    Northeastern University, Boston, MA 02115, USA · Georgia Institute of Technology, Atlanta, GA 30332, USA · Dolby Laboratories +1

  7. SkillSpotter: Pose-Aware Multi-View Skilled Action Detection and Grading in Ego-Exo Videos

    Jun 30, 2026Björn Braun, Christian HolzEgocentric Video UnderstandingTemporal Action Detection

    Department of Computer Science, ETH Zürich, Switzerland

  8. ConTrans: Learning Text-enhanced Local-global Temporal Representations for Zero-shot Temporal Action Localization

    May 29, 2026Kanchan Keisham, Thenukan Pathmanathan, Thangarajah AkilanZero-Shot LearningHybrid CNN-Transformer Architectures

    Vellore Institute of Technology, India · Lakehead University, Canada

  9. Masked Diffusion Vision-Language Models for Temporal Action Localization

    May 28, 2026Fengshun Wang, Zhengbo Zhang, Zhigang TuHuman Activity RecognitionVideo-Language Models

    Wuhan University · Singapore University of Technology and Design

  10. 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)

  11. Decoupling Spatio-Temporal Adapter for Fine-Grained Badminton Action Localization

    May 22, 2026Tianyu Wang, Junjie Wu, Jingquan Gao +1Sports Video AnalysisTemporal Action Detection

    School of Economics and Management, Beihang University, Beijing 100191, China · Key Laboratory of Data Intelligence and Management, Beihang University, Ministry of Industry and Information Technology, Beijing 100191, China

  12. Zero-Shot Temporal Action Localization Through Textual Guidance

    May 21, 2026Benedetta Liberatori, Alessandro Conti, Lorenzo Vaquero +3Zero-Shot LearningTemporal Action Detection

    University of Trento, Trento, Italy · Fondazione Bruno Kessler, Trento, Italy

  13. OSGNet with MLLM Reranking @ Ego4D Episodic Memory Challenge 2026

    May 20, 2026Yisen Feng, Leigang Qu, Haoyu Zhang +5Temporal Video GroundingMultimodal Reranking

    Harbin Institute of Technology (Shenzhen) · National University of Singapore · Pengcheng Laboratory +2

  14. LiquidTAD: Efficient Temporal Action Detection via Parallel Liquid-Inspired Temporal Relaxation

    Apr 20, 2026Zepeng Sun, Naichuan Zheng, Hailun Xia +3Liquid Neural NetworksHuman Activity Recognition

  15. A Two-stage Transformer Framework for Temporal Localization of Distracted Driver Behaviors

    Mar 22, 2026Gia-Bao Doan, Nam-Khoa Huynh, Minh-Nhat-Huy Ho +3Driver MonitoringTemporal Video Understanding

    Department of Information Technology FPT University Ho Chi Minh City 700000, Vietnam · Faculty of Electronics Technology Industrial University of Ho Chi Minh City Ho Chi Minh City 700000, Vietnam · School of Computer Science and Engineering The Saigon International University Ho Chi Minh City 700000, Vietnam

  16. Exploring the Temporal Consistency for Point-Level Weakly-Supervised Temporal Action Localization

    Feb 5, 2026Yunchuan Ma, Laiyun Qing, Guorong Li +3Weakly Supervised LearningTemporal Consistency

    University of Chinese Academy of Sciences, Beijing, 100190, China · Macquarie University

  17. MGCA-Net: Multi-Grained Category-Aware Network for Open-Vocabulary Temporal Action Localization

    Nov 17, 2025Zhenying Fang, Richang HongVideo Action RecognitionTemporal Action Detection

    School of Computer Science and Information Engineering, Hefei University of Technology, 188065, China

  18. LLM-powered Query Expansion for Enhancing Boundary Prediction in Language-driven Action Localization

    May 30, 2025Zirui Shang, Xinxiao Wu, Shuo YangTemporal Action LocalizationQuery Expansion

    Beijing Key Laboratory of Intelligent Information Technology, School of Computer Science & Technology, Beijing Institute of Technology, China. · Guangdong Laboratory of Machine Perception and Intelligent Computing, Shenzhen MSU-BIT University, China.