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"

41 / 41 papers shown

Title
DeCafNet: Delegate and Conquer for Efficient Temporal Grounding in Long Videos Zijia Lu A S M Iftekhar Gaurav Mittal Tianjian Meng Xiawei Wang Cheng Zhao Rohith Kukkala Ehsan Elhamifar Mei Chen 49 0 0 22 May 2025
Cost-Sensitive Learning for Long-Tailed Temporal Action Segmentation Zhanzhong Pang Fadime Sener Shrinivas Ramasubramanian Angela Yao 96 1 0 24 Mar 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 111 0 0 17 Feb 2025
MS-Temba : Multi-Scale Temporal Mamba for Efficient Temporal Action Detection Arkaprava Sinha Monish Soundar Raj Pu Wang Ahmed Helmy Srijan Das Mamba 97 3 0 10 Jan 2025
SSL Framework for Causal Inconsistency between Structures and Representations Hang Chen Xinyu Yang Keqing Du Wenya Wang 81 2 0 03 Jan 2025
Hierarchical Vector Quantization for Unsupervised Action Segmentation Federico Spurio Emad Bahrami Gianpiero Francesca Juergen Gall 82 0 0 23 Dec 2024
Diffusion-based Method for Satellite Pattern-of-Life Identification Yongchao Ye Xinting Zhu Xuejin Shen Xiaoyu Chen Lishuai Li S. Joe Qin 122 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 114 1 0 04 Dec 2024
SPRMamba: Surgical Phase Recognition for Endoscopic Submucosal Dissection with Mamba Xiangning Zhang Qingwei Zhang Jinnan Chen Chengfeng Zhou Yaqi Wang XiaoBo Li Xiaobo Li Dahong Qian Mamba 56 0 0 18 Sep 2024
Con4m: Context-aware Consistency Learning Framework for Segmented Time Series Classification Junru Chen Tianyu Cao Ninon De Mecquenem Jiahe Li Zhilong Chen F. Friederici Yang Yang 92 1 0 31 Jul 2024
Learning Multi-modal Representations by Watching Hundreds of Surgical Video Lectures Kun Yuan V. Srivastav Tong Yu Joël L. Lavanchy Pietro Mascagni Pietro Mascagni N. Padoy Nicolas Padoy 89 23 0 27 Jul 2023
Action Segmentation with Joint Self-Supervised Temporal Domain Adaptation Min-Hung Chen Baopu Li Sid Ying-Ze Bao G. Al-Regib Z. Kira TTA 97 122 0 05 Mar 2020
Gaussian Temporal Awareness Networks for Action Localization Fuchen Long Ting Yao Zhaofan Qiu Xinmei Tian Jiebo Luo Tao Mei 181 321 0 09 Sep 2019
Graph Convolutional Networks for Temporal Action Localization Runhao Zeng Wenbing Huang Mingkui Tan Yu Rong P. Zhao Junzhou Huang Chuang Gan GNN 78 478 0 07 Sep 2019
A Hybrid RNN-HMM Approach for Weakly Supervised Temporal Action Segmentation Hilde Kuehne Alexander Richard Juergen Gall 96 83 0 03 Jun 2019
Res2Net: A New Multi-scale Backbone Architecture Shanghua Gao Ming-Ming Cheng Kai Zhao Xinyu Zhang Ming-Hsuan Yang Philip Torr 100 2,382 0 02 Apr 2019
SlowFast Networks for Video Recognition Christoph Feichtenhofer Haoqi Fan Jitendra Malik Kaiming He 162 3,262 0 10 Dec 2018
Learning Motion in Feature Space: Locally-Consistent Deformable Convolution Networks for Fine-Grained Action Detection Khoi-Nguyen C. Mac D. Joshi Raymond A. Yeh Jinjun Xiong Rogerio Feris Minh Do 48 42 0 21 Nov 2018
Rethinking the Faster R-CNN Architecture for Temporal Action Localization Yu-Wei Chao Sudheendra Vijayanarasimhan Bryan Seybold David A. Ross Jia Deng Rahul Sukthankar ObjD 71 647 0 20 Apr 2018
Weakly-Supervised Action Segmentation with Iterative Soft Boundary Assignment Li Ding Chenliang Xu 83 180 0 28 Mar 2018
Quo Vadis, Action Recognition? A New Model and the Kinetics Dataset João Carreira Andrew Zisserman 219 7,989 0 22 May 2017
Cascaded Boundary Regression for Temporal Action Detection J. Gao Zhenheng Yang Ram Nevatia 64 219 0 02 May 2017
Temporal Action Detection with Structured Segment Networks Yue Zhao Yuanjun Xiong Limin Wang Zhirong Wu Xiaoou Tang Dahua Lin 67 914 0 20 Apr 2017
Weakly Supervised Action Learning with RNN based Fine-to-coarse Modeling Alexander Richard Hilde Kuehne Juergen Gall 47 197 0 23 Mar 2017
R-C3D: Region Convolutional 3D Network for Temporal Activity Detection Huijuan Xu Abir Das Kate Saenko 3DPC 125 717 0 22 Mar 2017
TURN TAP: Temporal Unit Regression Network for Temporal Action Proposals J. Gao Zhenheng Yang Chen Sun Kan Chen Ram Nevatia ViT AI4TS 52 461 0 17 Mar 2017
Feature Pyramid Networks for Object Detection Nayeon Lee Piotr Dollár Ross B. Girshick Kaiming He Bharath Hariharan Serge J. Belongie ObjD 448 22,095 0 09 Dec 2016
Temporal Convolutional Networks for Action Segmentation and Detection Colin S. Lea Michael D. Flynn René Vidal A. Reiter Gregory Hager 91 1,490 0 16 Nov 2016
Spatiotemporal Residual Networks for Video Action Recognition Christoph Feichtenhofer A. Pinz Richard P. Wildes 102 719 0 07 Nov 2016
Weakly supervised learning of actions from transcripts Hilde Kuehne Alexander Richard Juergen Gall 49 118 0 07 Oct 2016
WaveNet: A Generative Model for Raw Audio Aaron van den Oord Sander Dieleman Heiga Zen Karen Simonyan Oriol Vinyals Alex Graves Nal Kalchbrenner A. Senior Koray Kavukcuoglu DiffM 375 7,389 0 12 Sep 2016
Connectionist Temporal Modeling for Weakly Supervised Action Labeling De-An Huang Li Fei-Fei Juan Carlos Niebles 66 237 0 28 Jul 2016
Stacked Hourglass Networks for Human Pose Estimation Alejandro Newell Kaiyu Yang Jia Deng 3DH 115 5,024 0 22 Mar 2016
Segmental Spatiotemporal CNNs for Fine-grained Action Segmentation Colin S. Lea A. Reiter René Vidal Gregory Hager 72 270 0 09 Feb 2016
Convolutional Pose Machines S. Wei V. Ramakrishna T. Kanade Yaser Sheikh 3DV SSL 94 2,746 0 30 Jan 2016
Deep Residual Learning for Image Recognition Kaiming He Xinming Zhang Shaoqing Ren Jian Sun MedIm 2.1K 193,814 0 10 Dec 2015
End-to-end Learning of Action Detection from Frame Glimpses in Videos Serena Yeung Olga Russakovsky Greg Mori Li Fei-Fei EgoV 102 608 0 22 Nov 2015
An end-to-end generative framework for video segmentation and recognition Hilde Kuehne Juergen Gall Thomas Serre 38 192 0 07 Sep 2015
U-Net: Convolutional Networks for Biomedical Image Segmentation Olaf Ronneberger Philipp Fischer Thomas Brox SSeg 3DV 1.8K 76,917 0 18 May 2015
Weakly Supervised Action Labeling in Videos Under Ordering Constraints Piotr Bojanowski Rémi Lajugie Francis R. Bach Ivan Laptev Jean Ponce Cordelia Schmid Josef Sivic 60 237 0 04 Jul 2014
Two-Stream Convolutional Networks for Action Recognition in Videos Karen Simonyan Andrew Zisserman 237 7,526 0 09 Jun 2014