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

5 March 2019

Juergen Gall

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

50 / 300 papers shown

Title
Recognizing Ornaments in Vocal Indian Art Music with Active Annotation Sumit Kumar Parampreet Singh Vipul Arora 31 0 0 07 May 2025
Multi-Stage Boundary-Aware Transformer Network for Action Segmentation in Untrimmed Surgical Videos Rezowan Shuvo M S Mekala Eyad Elyan MedIm 95 0 0 26 Apr 2025
M2R2: MulitModal Robotic Representation for Temporal Action Segmentation Daniel Sliwowski Dongheui Lee 22 1 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 34 0 0 14 Apr 2025
Hands-On: Segmenting Individual Signs from Continuous Sequences Low Jian He Harry Walsh Ozge Mercanoglu Sincan Richard Bowden SLR 48 0 0 11 Apr 2025
F $^3$ Set: Towards Analyzing Fast, Frequent, and Fine-grained Events from Videos Zhaoyu Liu Kan Jiang Murong Ma Zhé Hóu Yun Lin J. Dong 35 0 0 11 Apr 2025
Exploring Ordinal Bias in Action Recognition for Instructional Videos Joochan Kim Minjoon Jung Byoung-Tak Zhang 30 0 0 09 Apr 2025
Pose-Aware Weakly-Supervised Action Segmentation Seth Z. Zhao Reza Ghoddoosian Isht Dwivedi Nakul Agarwal Behzad Dariush 34 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 30 0 0 05 Apr 2025
Towards Generalizing Temporal Action Segmentation to Unseen Views Emad Bahrami Olga Zatsarynna Gianpiero Francesca Juergen Gall EgoV 41 0 0 03 Apr 2025
Chapter-Llama: Efficient Chaptering in Hour-Long Videos with LLMs Lucas Ventura Antoine Yang Cordelia Schmid Gül Varol 28 0 0 31 Mar 2025
Modeling Multiple Normal Action Representations for Error Detection in Procedural Tasks Wei-Jin Huang Yuan-Ming Li Zhi-Wei Xia Yu-Ming Tang Kun-Yu Lin Jian-Fang Hu Wei-Shi Zheng 41 0 0 28 Mar 2025
Surg-3M: A Dataset and Foundation Model for Perception in Surgical Settings Chengan Che Chao Wang Tom Vercauteren Sophia Tsoka Luis C. García-Peraza-Herrera MedIm 41 0 0 25 Mar 2025
Context-Enhanced Memory-Refined Transformer for Online Action Detection Zhanzhong Pang Fadime Sener Angela Yao OffRL 54 1 0 24 Mar 2025
Cost-Sensitive Learning for Long-Tailed Temporal Action Segmentation Zhanzhong Pang Fadime Sener Shrinivas Ramasubramanian Angela Yao 56 1 0 24 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 34 0 0 24 Mar 2025
Text-Derived Relational Graph-Enhanced Network for Skeleton-Based Action Segmentation Haoyu Ji Bowen Chen Weihong Ren Wenze Huang Zhihao Yang Zhiyong Wang Honghai Liu 44 0 0 19 Mar 2025
Condensing Action Segmentation Datasets via Generative Network Inversion Guodong Ding Rongyu Chen Angela Yao DD 60 0 0 18 Mar 2025
VA-AR: Learning Velocity-Aware Action Representations with Mixture of Window Attention Jiangning Wei Lixiong Qin Bo Yu Tianjian Zou Chuhan Yan Dandan Xiao Yang Yu Lan Yang Ke Li Jun Liu 41 0 0 14 Mar 2025
Watch and Learn: Leveraging Expert Knowledge and Language for Surgical Video Understanding David Gastager Ghazal Ghazaei Constantin Patsch 58 0 0 14 Mar 2025
End-to-End Action Segmentation Transformer Tieqiao Wang Sinisa Todorovic ViT 37 0 0 08 Mar 2025
Modeling Fine-Grained Hand-Object Dynamics for Egocentric Video Representation Learning Baoqi Pei Y. Huang Jilan Xu Guo Chen Yuping He ... Yali Wang Weidi Xie Yu Qiao Fei Wu Limin Wang 41 0 0 02 Mar 2025
MoSFormer: Augmenting Temporal Context with Memory of Surgery for Surgical Phase Recognition Hao Ding Xu Lian Mathias Unberath 24 1 0 02 Mar 2025
Precise Event Spotting in Sports Videos: Solving Long-Range Dependency and Class Imbalance Sanchayan Santra Vishal M. Chudasama Pankaj Wasnik Vineeth N. Balasubramanian AI4TS 34 0 0 28 Feb 2025
Automatic Temporal Segmentation for Post-Stroke Rehabilitation: A Keypoint Detection and Temporal Segmentation Approach for Small Datasets Jisoo Lee Tamim Ahmed Thanassis Rikakis Pavan Turaga 55 0 0 27 Feb 2025
Data Augmentation for Instruction Following Policies via Trajectory Segmentation Niklas Höpner Ilaria Tiddi H. V. Hoof 39 0 0 25 Feb 2025
SurgPLAN++: Universal Surgical Phase Localization Network for Online and Offline Inference Zhen Chen Xingjian Luo Jinlin Wu Long Bai Zhen Lei Hongliang Ren Sebastien Ourselin Hongbin Liu 61 0 0 17 Feb 2025
Improving action segmentation via explicit similarity measurement Kamel Aouaidjia Wenhao Zhang Aofan Li Chongsheng Zhang 39 0 0 15 Feb 2025
Localization-Aware Multi-Scale Representation Learning for Repetitive Action Counting Sujia Wang Xiangwei Shen Yansong Tang Xin Luna Dong Wenjia Geng Lei Chen 46 0 0 13 Jan 2025
MS-Temba : Multi-Scale Temporal Mamba for Efficient Temporal Action Detection Arkaprava Sinha Monish Soundar Raj Pu Wang Ahmed Helmy Srijan Das Mamba 53 3 0 10 Jan 2025
SSL Framework for Causal Inconsistency between Structures and Representations Hang Chen Xinyu Yang Keqing Du Wenya Wang 52 2 0 03 Jan 2025
Hierarchical Vector Quantization for Unsupervised Action Segmentation Federico Spurio Emad Bahrami Gianpiero Francesca Juergen Gall 39 0 0 23 Dec 2024
2by2: Weakly-Supervised Learning for Global Action Segmentation Elena Bueno-Benito Mariella Dimiccoli 67 0 0 17 Dec 2024
Diffusion-based Method for Satellite Pattern-of-Life Identification Yongchao Ye Xinting Zhu Xuejin Shen Xiaoyu Chen Lishuai Li S. Joe Qin 60 0 0 14 Dec 2024
Video LLMs for Temporal Reasoning in Long Videos Fawad Javed Fateh Umer Ahmed Hamza Khan M. Zia Quoc-Huy Tran VLM 81 0 0 04 Dec 2024
Phase-Informed Tool Segmentation for Manual Small-Incision Cataract Surgery Bhuvan Sachdeva Naren Akash Tajamul Ashraf Simon Muller T. Schultz M. Wintergerst Niharika Singri Prasad K. Murali Mohit Jain 66 0 0 25 Nov 2024
ACE: Action Concept Enhancement of Video-Language Models in Procedural Videos Reza Ghoddoosian Nakul Agarwal Isht Dwivedi Behzad Darisuh 62 0 0 23 Nov 2024
OnlineTAS: An Online Baseline for Temporal Action Segmentation Qing Zhong Guodong Ding Angela Yao 24 2 0 02 Nov 2024
Human Action Anticipation: A Survey Bolin Lai Sam Toyer Tushar Nagarajan Rohit Girdhar S. Zha James M. Rehg Kris M. Kitani Kristen Grauman Ruta Desai Miao Liu AI4TS 36 1 0 17 Oct 2024
Language-Assisted Human Part Motion Learning for Skeleton-Based Temporal Action Segmentation Bowen Chen Haoyu Ji Zhiyong Wang Benjamin Filtjens C. Wang Weihong Ren Bart Vanrumste Honghai Liu 48 0 0 08 Oct 2024
Deep learning for action spotting in association football videos Silvio Giancola A. Cioppa Bernard Ghanem Marc Van Droogenbroeck 25 3 0 02 Oct 2024
SurgPETL: Parameter-Efficient Image-to-Surgical-Video Transfer Learning for Surgical Phase Recognition Shu Yang Zhiyuan Cai Luyang Luo Ning Ma Shuchang Xu Hao Chen 18 0 0 30 Sep 2024
Temporal2Seq: A Unified Framework for Temporal Video Understanding Tasks Min Yang Zichen Zhang Limin Wang AI4TS 29 0 0 27 Sep 2024
SPRMamba: Surgical Phase Recognition for Endoscopic Submucosal Dissection with Mamba Xiangning Zhang Jinnan Chen Qingwei Zhang Chengfeng Zhou Zhengjie Zhang XiaoBo Li Dahong Qian Mamba 22 0 0 18 Sep 2024
ChildPlay-Hand: A Dataset of Hand Manipulations in the Wild Arya Farkhondeh Samy Tafasca J. Odobez 21 0 0 14 Sep 2024
Real-Time Human Action Recognition on Embedded Platforms Ruiqi Wang Zichen Wang Peiqi Gao Mingzhen Li Jaehwan Jeong Yihang Xu Yejin Lee Carolyn M. Baum Lisa Connor Chenyang Lu 36 2 0 09 Sep 2024
3D Pose-Based Temporal Action Segmentation for Figure Skating: A Fine-Grained and Jump Procedure-Aware Annotation Approach Ryota Tanaka Tomohiro Suzuki Keisuke Fujii 38 2 0 29 Aug 2024
Integrating Features for Recognizing Human Activities through Optimized Parameters in Graph Convolutional Networks and Transformer Architectures Mohammad Belal Taimur Hassan Abdelfatah Hassan Nael Alsheikh Noureldin Elhendawi Irfan Hussain AI4CE 44 1 0 29 Aug 2024
Long-Tail Temporal Action Segmentation with Group-wise Temporal Logit Adjustment Zhanzhong Pang Fadime Sener Shrinivas Ramasubramanian Angela Yao 25 2 0 19 Aug 2024
Faster Diffusion Action Segmentation Shuai Wang Shunli Wang Mingcheng Li Dingkang Yang Haopeng Kuang Ziyun Qian Lihua Zhang 29 0 0 04 Aug 2024