v1v2 (latest)

MS-TCN: Multi-Stage Temporal Convolutional Network for Action Segmentation

Computer Vision and Pattern Recognition (CVPR), 2019

5 March 2019

Yazan Abu Farha

Juergen Gall

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Papers citing "MS-TCN: Multi-Stage Temporal Convolutional Network for Action Segmentation"

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Title
Generalized Event Partonomy Inference with Structured Hierarchical Predictive Learning Zhou Chen Joe Lin Sathyanarayanan N. Aakur 0 0 0 03 Dec 2025
The Potential and Limitations of Vision-Language Models for Human Motion Understanding: A Case Study in Data-Driven Stroke Rehabilitation Victor Li Naveenraj Kamalakannan A. Parnandi Heidi M. Schambra Carlos Fernandez-Granda 84 0 0 21 Nov 2025
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EgoEMS: A High-Fidelity Multimodal Egocentric Dataset for Cognitive Assistance in Emergency Medical Services Keshara Weerasinghe Xueren Ge Tessa Heick L. Wijayasingha Anthony Cortez Abhishek Satpathy John A. Stankovic H. Alemzadeh 182 0 0 13 Nov 2025
Countering Multi-modal Representation Collapse through Rank-targeted Fusion Seulgi Kim Kiran Kokilepersaud Mohit Prabhushankar Ghassan AlRegib 108 0 0 09 Nov 2025
Pose-Aware Multi-Level Motion Parsing for Action Quality Assessment Shuaikang Zhu Yang Yang Chen Sun 98 0 0 06 Nov 2025
Learning from Single Timestamps: Complexity Estimation in Laparoscopic Cholecystectomy Dimitrios Anastasiou S. Barbarisi Lucy H Culshaw Jayna Patel E. Mazomenos Imanol Luengo Danail Stoyanov 70 0 0 06 Nov 2025
Scalable Vision-Language-Action Model Pretraining for Robotic Manipulation with Real-Life Human Activity Videos Qixiu Li Yu Deng Yaobo Liang L. Luo Lei Zhou ... Hao Chen Lily Sun Dong Chen J. Yang B. Guo 117 7 0 24 Oct 2025
Vision-Based Mistake Analysis in Procedural Activities: A Review of Advances and Challenges Konstantinos Bacharidis Antonis A. Argyros 148 0 0 22 Oct 2025
Biomechanically consistent real-time action recognition for human-robot interaction Wanchen Li Kahina Chalabi Sabbah Maxime Thomas Bousquet R. Passama S. Ramdani A. Cherubini Vincent Bonnet 72 0 0 21 Oct 2025
MemPromptTSS: Persistent Prompt Memory for Iterative Multi-Granularity Time Series State Segmentation Ching Chang Ming-Chih Lo Chiao-Tung Chan Wen-Chih Peng Tien-Fu Chen AI4TS 56 0 0 11 Oct 2025
Dual-Stream Alignment for Action Segmentation Harshala Gammulle Clinton Fookes Sridha Sridharan Simon Denman 96 0 0 09 Oct 2025
EvoStruggle: A Dataset Capturing the Evolution of Struggle across Activities and Skill Levels Shijia Feng Michael Wray Walterio W. Mayol-Cuevas 126 2 0 01 Oct 2025
Biomechanical-phase based Temporal Segmentation in Sports Videos: a Demonstration on Javelin-Throw Bikash Kumar Badatya Vipul Baghel Jyotirmoy Amin Ravi S. Hegde 100 0 0 29 Sep 2025
EgoInstruct: An Egocentric Video Dataset of Face-to-face Instructional Interactions with Multi-modal LLM Benchmarking Yuki Sakai Ryosuke Furuta Juichun Yen Yoichi Sato 101 0 0 26 Sep 2025
Video Understanding by Design: How Datasets Shape Architectures and Insights Lei Wang Piotr Koniusz Yongsheng Gao 3DV VGen AI4TS 225 0 0 11 Sep 2025
Electric Vehicle Identification from Behind Smart Meter Data Ammar Kamoona Hui Song Ali Moradi Amani Mahdi Jalili Xinghuo Yu Peter McTaggart 80 0 0 11 Sep 2025
DuoCLR: Dual-Surrogate Contrastive Learning for Skeleton-based Human Action Segmentation Haitao Tian Pierre Payeur 152 0 0 05 Sep 2025
Enhancing Video-Based Robot Failure Detection Using Task KnowledgeEuropean Conference on Mobile Robots (ECMR), 2025 Santosh Thoduka Sebastian Houben Juergen Gall Paul G. Plöger 116 0 0 26 Aug 2025
Foundation Model for Skeleton-Based Human Action UnderstandingIEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2025 Hongsong Wang Wanjiang Weng Junbo Wang Fang Zhao Guo-Sen Xie Xin Geng Liang Wang 120 3 0 18 Aug 2025
Generic Event Boundary Detection via Denoising Diffusion Jaejun Hwang Dayoung Gong Manjin Kim Minsu Cho DiffM 125 0 0 16 Aug 2025
VIFSS: View-Invariant and Figure Skating-Specific Pose Representation Learning for Temporal Action Segmentation Ryota Tanaka Tomohiro Suzuki Keisuke Fujii 60 0 0 14 Aug 2025
Looking into the Unknown: Exploring Action Discovery for Segmentation of Known and Unknown Actions Federico Spurio Emad Bahrami Olga Zatsarynna Yazan Abu Farha Gianpiero Francesca Juergen Gall 89 0 0 07 Aug 2025
Skeleton Motion Words for Unsupervised Skeleton-Based Temporal Action Segmentation Uzay Gökay Federico Spurio Dominik R. Bach Juergen Gall 114 1 0 06 Aug 2025
CPKD: Clinical Prior Knowledge-Constrained Diffusion Models for Surgical Phase Recognition in Endoscopic Submucosal Dissection Xiangning Zhang Jinnan Chen Qingwei Zhang Yaqi Wang Shilun Cai XiaoBo Li Dahong Qian MedIm 172 0 0 04 Jul 2025
CLOT: Closed Loop Optimal Transport for Unsupervised Action Segmentation Elena Bueno-Benito Mariella Dimiccoli 149 0 0 04 Jul 2025
Human Locomotion Implicit Modeling Based Real-Time Gait Phase EstimationIEEE transactions on neural systems and rehabilitation engineering (TNSRE), 2025 Yuanlong Ji Xingbang Yang Ruoqi Zhao Qihan Ye Quan Zheng Yubo Fan 95 0 0 18 Jun 2025
PromptTSS: A Prompting-Based Approach for Interactive Multi-Granularity Time Series Segmentation Ching Chang Ming-Chih Lo Wen-Chih Peng Tien-Fu Chen AI4TS 218 2 0 12 Jun 2025
HRTR: A Single-stage Transformer for Fine-grained Sub-second Action Segmentation in Stroke Rehabilitation H. Helvaci Justin Philip Huber Jihye Bae S. Cheung 174 0 0 03 Jun 2025
Multi-level and Multi-modal Action AnticipationInternational Conference on Information Photonics (ICIP), 2025 Seulgi Kim Ghazal Kaviani Mohit Prabhushankar Ghassan AlRegib 194 1 0 03 Jun 2025
Geometric Visual Fusion Graph Neural Networks for Multi-Person Human-Object Interaction Recognition in VideosExpert systems with applications (ESWA), 2025 Tanqiu Qiao Ruochen Li Frederick W. B. Li Yoshiki Kubotani Shigeo Morishima Hubert P. H. Shum 245 2 0 03 Jun 2025
SG2VID: Scene Graphs Enable Fine-Grained Control for Video SynthesisInternational Conference on Medical Image Computing and Computer-Assisted Intervention (MICCAI), 2025 Ssharvien Kumar Sivakumar Yannik Frisch Ghazal Ghazaei Anirban Mukhopadhyay VGen 267 1 0 03 Jun 2025
A Review on Coarse to Fine-Grained Animal Action Recognition Ali Zia Renuka Sharma Abdelwahed Khamis Xuesong Li Muhammad Husnain ... Saeed Anwar Sabine Schmoelzl Eric A. Stone Lars Petersson V. Rolland 217 0 0 01 Jun 2025
PRISM: Video Dataset Condensation with Progressive Refinement and Insertion for Sparse Motion Jaehyun Choi Jiwan Hur Gyojin Han Jaemyung Yu Junmo Kim VGen 195 0 0 28 May 2025
DeCafNet: Delegate and Conquer for Efficient Temporal Grounding in Long VideosComputer Vision and Pattern Recognition (CVPR), 2025 Zijia Lu A S M Iftekhar Gaurav Mittal Tianjian Meng Xiawei Wang Cheng Zhao Rohith Kukkala Ehsan Elhamifar Mei Chen 232 3 0 22 May 2025
Recognizing Ornaments in Vocal Indian Art Music with Active Annotation Sumit Kumar Parampreet Singh Vipul Arora 152 0 0 07 May 2025
Multi-Stage Boundary-Aware Transformer Network for Action Segmentation in Untrimmed Surgical VideosComputer Vision and Image Understanding (CVIU), 2025 Rezowan Shuvo M S Mekala Eyad Elyan MedIm 851 1 0 26 Apr 2025
M2R2: MultiModal Robotic Representation for Temporal Action Segmentation Daniel Sliwowski Dongheui Lee 175 2 0 25 Apr 2025
Skeleton-Based Intake Gesture Detection With Spatial-Temporal Graph Convolutional Networks C. Wang Zhewen Xue T. S. Kumar Guido Camps Hans Hallez Bart Vanrumste 131 0 0 14 Apr 2025
F $^3$ Set: Towards Analyzing Fast, Frequent, and Fine-grained Events from VideosInternational Conference on Learning Representations (ICLR), 2025 Zhaoyu Liu Kan Jiang Murong Ma Zhe Hou Yun Lin Jin Song Dong 268 3 0 11 Apr 2025
Hands-On: Segmenting Individual Signs from Continuous SequencesIEEE International Conference on Automatic Face & Gesture Recognition (FG), 2025 Low Jian He Harry Walsh Ozge Mercanoglu Sincan Richard Bowden SLR 293 4 0 11 Apr 2025
Exploring Ordinal Bias in Action Recognition for Instructional Videos Joochan Kim Minjoon Jung Byoung-Tak Zhang 203 0 0 09 Apr 2025
Pose-Aware Weakly-Supervised Action Segmentation Seth Z. Zhao Reza Ghoddoosian Isht Dwivedi Nakul Agarwal Behzad Dariush 292 0 0 08 Apr 2025
CATS: Mitigating Correlation Shift for Multivariate Time Series Classification Xiao Lin Zhichen Zeng Tianxin Wei Zhining Liu Yuzhong Chen Hanghang Tong AI4TS 241 2 0 05 Apr 2025
Towards Generalizing Temporal Action Segmentation to Unseen Views Emad Bahrami Olga Zatsarynna Gianpiero Francesca Juergen Gall EgoV 208 0 0 03 Apr 2025
Chapter-Llama: Efficient Chaptering in Hour-Long Videos with LLMsComputer Vision and Pattern Recognition (CVPR), 2025 Lucas Ventura Antoine Yang Cordelia Schmid Gül Varol 250 3 0 31 Mar 2025
Modeling Multiple Normal Action Representations for Error Detection in Procedural TasksComputer Vision and Pattern Recognition (CVPR), 2025 Wei-Jin Huang Yuan-Ming Li Zhi-Wei Xia Yu-Ming Tang Kun-Yu Lin Jian-Fang Hu Wei-Shi Zheng 284 5 0 28 Mar 2025
LEMON: A Large Endoscopic MONocular Dataset and Foundation Model for Perception in Surgical Settings Chengan Che Chao Wang Tom Vercauteren Sophia Tsoka Luis C. Garcia-Peraza-Herrera MedIm 422 2 0 25 Mar 2025
ATARS: An Aerial Traffic Atomic Activity Recognition and Temporal Segmentation Dataset Zihao Chen Hsuanyu Wu Chi-Hsi Kung Yi-Ting Chen Yan-Tsung Peng 221 1 0 24 Mar 2025
Context-Enhanced Memory-Refined Transformer for Online Action DetectionComputer Vision and Pattern Recognition (CVPR), 2025 Zhanzhong Pang Fadime Sener Angela Yao OffRL 312 4 0 24 Mar 2025