Temporal Action Segmentation

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1 paper in the last four weeks, down 67% on the four weeks before. 0.0% of all new papers.

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  1. Boundary Voting Network for Ambiguity-Aware Timestamp-Supervised Action Segmentation

    Sep 8, 2026Runzhong Zhang, Yueqi Duan, Yang Chen +4Temporal Action SegmentationFine-Grained Video Understanding

    School of Electrical and Electronic Engineering, Nanyang Technological University, Singapore · Department of Electronic Engineering, Tsinghua University, Beijing, China · Amazon, Seattle, America

  2. Motion-Saliency Complementary Masked Modeling for Point Cloud Video Understanding

    Aug 31, 2026Wei Wang, Yiding Sun, Yuyan Wang +4Point CloudsLatent Motion

    School of Computer Science and Technology, Xi’an Jiaotong University, Xi’an, 710049, China · Guangdong Laboratory of Artificial Intelligence and Digital Economy (SZ), Shenzhen, 518107, China · School of Software Engineering, Xi’an Jiaotong University, Xi’an, 710049, China +4

  3. FIS-OT: Feature-Induced Optimal Transport for Unsupervised Action Segmentation

    Aug 30, 2026Linxiang Peng, Xinyao Qin, Jinhan Li +2Temporal Action SegmentationPhotometric Supervision

    Suzhou Institute for Advanced Research, University of Science and Technology of China · School of Artificial Intelligence and Data Science, University of Science and Technology of China · Suzhou Big Data & AI Research and Engineering Center +1

  4. MASQ: Mask-Aware Spatiotemporal Quantization for Unsupervised Skeleton Action Segmentation

    Aug 30, 2026Xinyao Qin, Linxiang Peng, Youbao Ye +2Temporal Action SegmentationSkeleton-Based Action Recognition

    University of Science and Technology of China, China

  5. D-CLOT: Double Closed Loop Optimal Transport for Unsupervised Action Segmentation

    Aug 6, 2026Elena Bueno-Benito, Mariella DimiccoliTemporal Action SegmentationLatent Action Models

    Institut de Rob`otica i Inform`atica Industrial, CSIC-UPC, Barcelona, Spain

  6. Lag-aware cross-hand alignment for dual-hand action segmentation

    Jul 28, 2026Fatemeh ZiaeetabarTemporal Action SegmentationLatent Motion

    Department of Computer Science, School of Mathematics, Statistics and Computer Science, College of Science, University of Tehran, Tehran, Iran

  7. Adaptive Latent Trajectory Anchoring for Action Segmentation Dataset Condensation

    Jul 10, 2026Artheme Gauthier-Villar, Guodong Ding, Angela YaoTemporal Action SegmentationLatent Trajectories

    ETH Zurich, Switzerland · National University of Singapore, Singapore

  8. Learning Probabilistic Embeddings for Unsupervised Action Segmentation

    Jul 6, 2026Shuai Li, Duc Manh Vu, Juergen GallTemporal Action Segmentation

    University of Bonn, Germany · Lamarr Institute for Machine Learning and Artificial Intelligence, Germany

  9. P-JEPA: Procedural Video Representation Learning via Joint Embedding Predictive Architecture

    Jun 22, 2026Felix Tristram, Stefano Gasperini, Benjamin Killeen +4Video Joint Embedding Predictive ArchitectureJoint-Embedding Predictive Architectures

    Technical University of Munich Munich Center for Machine Learning · Carl Zeiss AG · Carl Zeiss AG[cs.CV]

  10. The Unreasonable Effectiveness of VLMs for Zero-shot Procedural Mistake Detection

    Jun 19, 2026Serdar Ozsoy, Lars Doorenbos, Federico Spurio +2Video-Language ModelsProcedural

    University of Bonn · Lamarr Institute for Machine Learning and Artificial Intelligence · Toyota Motor Europe

  11. Ego-METAS: Egocentric online Multimodal Energy-efficient Temporal Action Segmentation benchmark

    May 29, 2026Maria Santos-Villafranca, Jesus Bermudez-cameo, Alejandro Perez-Yus +2Temporal Action SegmentationMulti-Modal Sensing

    University of Zaragoza - I3A · Department of Mathematics and Computer Science, University of Catania

  12. Polyphony: Diffusion-based Dual-Hand Action Segmentation with Alternating Vision Transformer and Semantic Conditioning

    May 29, 2026Hao Zheng, Hu Wang, Tiantian Zheng +2Temporal Action SegmentationBimanual Manipulation

    New York University Abu Dhabi, Abu Dhabi, United Arab Emirates · Mohamed bin Zayed University of Artificial Intelligence, Abu Dhabi, United Arab Emirates

  13. Improving Temporal Action Segmentation via Constraint-Aware Decoding

    May 11, 2026Yeo Keat Ee, Debaditya Roy, Chen Li +2Temporal Action SegmentationInference-Time

    Institute of High-Performance Computing, Agency for Science, Technology and Research, Singapore · Centre for Frontier AI Research, Agency for Science, Technology and Research, Singapore · Indian Institute of Technology Kharagpur, India +1

  14. Jointly Learning Structured Representations and Stabilized Affinity for Human Motion Segmentation

    May 7, 2026Xianghan Meng, Zhiyuan Huang, Zhengyu Tong +1Temporal Action SegmentationLatent Motion

    School of Artificial Intelligence, Beijing University of Posts and Telecommunications, Beijing 100876, P.R. China

  15. IMPACT-Scribe: Interactive Temporal Action Segmentation with Boundary Scribbles and Query Planning

    May 3, 2026Qian Yin, Di Wen, Kunyu Peng +11Temporal Action SegmentationDense Temporal Annotation

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

  16. HOI-aware Adaptive Network for Weakly-supervised Action Segmentation

    Apr 29, 2026Runzhong Zhang, Suchen Wang, Yueqi Duan +3Temporal Action SegmentationFine-Grained Video Understanding

    1Nanyang Technological University · 2Tsinghua University · 3Beijing Jiaotong University

  17. Deep kernel video approximation for unsupervised action segmentation

    Apr 23, 2026Silvia L. Pintea, Jouke DijkstraTemporal Action SegmentationUnsupervised

    Department of Intellgient Systems (DIS), Tilburg University, Tilburg, NL · Division of Image Processing, LUMC, Leiden, NL

  18. Unsupervised Skeleton-Based Action Segmentation via Hierarchical Spatiotemporal Vector Quantization

    Apr 16, 2026Umer Ahmed, Syed Ahmed Mahmood, Fawad Javed Fateh +3Temporal Action SegmentationSkeleton

    Retrocausal, Inc. Redmond, WA

  19. Boundary-Centric Clip-Budgeted Active Learning for Temporal Action Segmentation

    Apr 16, 2026Halil Ismail Helvaci, Sen-ching Samson CheungTemporal Action SegmentationPool-Based Active Learning

    Department of Electrical and Computer Engineering, University of Kentucky, Lexington, KY, USA