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"

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Title
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 38 1 0 31 Jul 2024
SANGRIA: Surgical Video Scene Graph Optimization for Surgical Workflow Prediction cCaughan Koksal Ghazal Ghazaei Felix Holm Azade Farshad Nassir Navab MedIm 41 2 0 29 Jul 2024
A study of animal action segmentation algorithms across supervised, unsupervised, and semi-supervised learning paradigms Ari Blau Evan S Schaffer Neeli Mishra Nathaniel J. Miska The International Brain Laboratory Liam Paninski Matthew R Whiteway 27 0 0 23 Jul 2024
Rethinking the Architecture Design for Efficient Generic Event Boundary Detection Ziwei Zheng Zechuan Zhang Yulin Wang Shiji Song Gao Huang Le Yang 28 2 0 17 Jul 2024
Gated Temporal Diffusion for Stochastic Long-Term Dense Anticipation Olga Zatsarynna Emad Bahrami Yazan Abu Farha Gianpiero Francesca Juergen Gall 33 1 0 16 Jul 2024
Aligning Neuronal Coding of Dynamic Visual Scenes with Foundation Vision Models Rining Wu Feixiang Zhou Ziwei Yin Jian K. Liu 33 0 0 15 Jul 2024
Rethinking temporal self-similarity for repetitive action counting Yanan Luo Jinhui Yi Yazan Abu Farha Moritz Wolter Juergen Gall 21 1 0 12 Jul 2024
Weakly-supervised Autism Severity Assessment in Long Videos Abid Ali Mahmoud Ali J. Odobez Camilla Barbini Séverine Dubuisson Francois Bremond Susanne Thümmler 20 0 0 12 Jul 2024
Fine-grained Dynamic Network for Generic Event Boundary Detection Ziwei Zheng Lijun He Le Yang Fan Li 23 0 0 05 Jul 2024
From Category to Scenery: An End-to-End Framework for Multi-Person Human-Object Interaction Recognition in Videos Tanqiu Qiao Ruochen Li Frederick W. B. Li Hubert P. H. Shum 34 0 0 01 Jul 2024
Think Step by Step: Chain-of-Gesture Prompting for Error Detection in Robotic Surgical Videos Zhimin Shao Jialang Xu Danail Stoyanov E. Mazomenos Yueming Jin LRM 33 6 0 27 Jun 2024
Robust Surgical Phase Recognition From Annotation Efficient Supervision Or Rubin S. Laufer 24 0 0 26 Jun 2024
Feature Fusion for Human Activity Recognition using Parameter-Optimized Multi-Stage Graph Convolutional Network and Transformer Models Mohammad Belal Taimur Hassan A. Ahmed Ahmad Aljarah Nael Alsheikh Irfan Hussain 33 3 0 24 Jun 2024
SEDMamba: Enhancing Selective State Space Modelling with Bottleneck Mechanism and Fine-to-Coarse Temporal Fusion for Efficient Error Detection in Robot-Assisted Surgery Jialang Xu Nazir Sirajudeen M. Boal Nader K Francis Danail Stoyanov E. Mazomenos Mamba 23 2 0 22 Jun 2024
Efficient Temporal Action Segmentation via Boundary-aware Query Voting Peiyao Wang Yuewei Lin Erik P. Blasch Jie Wei Haibin Ling 24 2 0 25 May 2024
A Masked Semi-Supervised Learning Approach for Otago Micro Labels Recognition Meng Shang L. Dedeyne J. Dupont Laura Vercauteren Nadjia Amini ... E. Gielen Sabine Verschueren Carolina Varon W. de Raedt Bart Vanrumste 25 0 0 21 May 2024
ViTALS: Vision Transformer for Action Localization in Surgical Nephrectomy Soumyadeep Chandra Sayeed Shafayet Chowdhury Courtney Yong Chandru P. Sundaram Kaushik Roy 21 0 0 04 May 2024
ActSonic: Recognizing Everyday Activities from Inaudible Acoustic Waves Around the Body Saif Mahmud Vineet Parikh Qikang Liang Ke Li Ruidong Zhang Ashwin Ajit Vipin Gunda Devansh Agarwal Franccois Guimbretiere Cheng Zhang 23 4 0 22 Apr 2024
Unifying Global and Local Scene Entities Modelling for Precise Action Spotting Kim Hoang Tran Phuc Vuong Do Ngoc Quoc Ly Ngan Le 34 4 0 15 Apr 2024
O-TALC: Steps Towards Combating Oversegmentation within Online Action Segmentation Matthew Kent Myers Nick Wright A. Mcgough Nicholas Martin 21 1 0 10 Apr 2024
Fusing Pretrained ViTs with TCNet for Enhanced EEG Regression Eric Modesitt Haicheng Yin Williams Huang Wang Brian Lu 31 2 0 02 Apr 2024
Temporally Consistent Unbalanced Optimal Transport for Unsupervised Action Segmentation Ming Xu Stephen Gould OT 32 6 0 01 Apr 2024
MambaMixer: Efficient Selective State Space Models with Dual Token and Channel Selection Ali Behrouz Michele Santacatterina Ramin Zabih 39 31 0 29 Mar 2024
Zero-shot Prompt-based Video Encoder for Surgical Gesture Recognition Mingxing Rao Yinhong Qin Soheil Kolouri Jie Ying Wu Daniel Moyer MedIm 17 0 0 28 Mar 2024
Efficient and Effective Weakly-Supervised Action Segmentation via Action-Transition-Aware Boundary Alignment Angchi Xu Wei-Shi Zheng 38 4 0 28 Mar 2024
EgoExoLearn: A Dataset for Bridging Asynchronous Ego- and Exo-centric View of Procedural Activities in Real World Yifei Huang Guo Chen Jilan Xu Mingfang Zhang Lijin Yang ... Hongjie Zhang Lu Dong Yali Wang Limin Wang Yu Qiao EgoV 54 36 0 24 Mar 2024
Siamese Learning with Joint Alignment and Regression for Weakly-Supervised Video Paragraph Grounding Chaolei Tan Jian-Huang Lai Wei-Shi Zheng Jianfang Hu AI4TS 36 5 0 18 Mar 2024
Video Mamba Suite: State Space Model as a Versatile Alternative for Video Understanding Guo Chen Yifei Huang Jilan Xu Baoqi Pei Zhe Chen Zhiqi Li Jiahao Wang Kunchang Li Tong Lu Limin Wang Mamba 64 73 0 14 Mar 2024
Multimodal Transformers for Real-Time Surgical Activity Prediction Keshara Weerasinghe Seyed Hamid Reza Roodabeh Kay Hutchinson H. Alemzadeh 16 2 0 11 Mar 2024
SuPRA: Surgical Phase Recognition and Anticipation for Intra-Operative Planning Maxence Boels Yang Liu Prokar Dasgupta Alejandro Granados Sebastien Ourselin 30 1 0 10 Mar 2024
Coherent Temporal Synthesis for Incremental Action Segmentation Guodong Ding Hans Golong Angela Yao CLL 19 4 0 10 Mar 2024
ADL4D: Towards A Contextually Rich Dataset for 4D Activities of Daily Living Marsil Zakour Partha Partim Nath Ludwig Lohmer Emre Faik Gökçe Martin Piccolrovazzi Constantin Patsch Yuankai Wu Rahul P. Chaudhari Eckehard G. Steinbach 27 1 0 27 Feb 2024
ViSTec: Video Modeling for Sports Technique Recognition and Tactical Analysis Yuchen He Zeqing Yuan Yihong Wu Liqi Cheng Dazhen Deng Yingcai Wu 24 4 0 25 Feb 2024
DS-MS-TCN: Otago Exercises Recognition with a Dual-Scale Multi-Stage Temporal Convolutional Network Meng Shang L. Dedeyne J. Dupont Laura Vercauteren Nadjia Amini ... E. Gielen Sabine Verschueren Carolina Varon W. de Raedt Bart Vanrumste 16 3 0 05 Feb 2024
FineBio: A Fine-Grained Video Dataset of Biological Experiments with Hierarchical Annotation Takuma Yagi Misaki Ohashi Yifei Huang Ryosuke Furuta Shungo Adachi Toutai Mitsuyama Yoichi Sato 23 5 0 01 Feb 2024
Friends Across Time: Multi-Scale Action Segmentation Transformer for Surgical Phase Recognition Bokai Zhang Jiayuan Meng Bin Cheng Dean Biskup Svetlana Petculescu Angela Chapman ViT MedIm 21 0 0 22 Jan 2024
Depth Over RGB: Automatic Evaluation of Open Surgery Skills Using Depth Camera Ido Zuckerman Nicole Werner Jonathan Kouchly Emma Huston Shannon DiMarco Paul D Dimusto S. Laufer 34 2 0 18 Jan 2024
CrossVideo: Self-supervised Cross-modal Contrastive Learning for Point Cloud Video Understanding Yunze Liu Changxi Chen Zifan Wang Li Yi 3DPC 25 3 0 17 Jan 2024
Towards Causal Relationship in Indefinite Data: Baseline Model and New Datasets Hang Chen Xinyu Yang Keqing Du CML 26 2 0 16 Jan 2024
SAR-RARP50: Segmentation of surgical instrumentation and Action Recognition on Robot-Assisted Radical Prostatectomy Challenge Dimitrios Psychogyios Emanuele Colleoni Beatrice van Amsterdam Chih-Yang Li Shu-Yu Huang ... Santiago Rodriguez Juanita Puentes Pablo Arbelaez Omid Mohareri Danail Stoyanov 40 24 0 31 Dec 2023
SFGANS Self-supervised Future Generator for human ActioN Segmentation Or Berman Adam Goldbraikh S. Laufer 21 0 0 31 Dec 2023
SMC-NCA: Semantic-guided Multi-level Contrast for Semi-supervised Temporal Action Segmentation Feixiang Zhou Zheheng Jiang Huiyu Zhou Xuelong Li 24 0 0 19 Dec 2023
Collaborative Weakly Supervised Video Correlation Learning for Procedure-Aware Instructional Video Analysis Tianyao He Huabin Liu Yuxi Li Xiao Ma Cheng Zhong Yang Zhang Weiyao Lin 20 5 0 18 Dec 2023
Deep Learning Approaches for Seizure Video Analysis: A Review David Ahmedt-Aristizabal M. Armin Zeeshan Hayder Norberto Garcia-Cairasco Lars Petersson Clinton Fookes Simon Denman A. McGonigal 24 20 0 18 Dec 2023
Eating Speed Measurement Using Wrist-Worn IMU Sensors in Free-Living Environments C. Wang T. S. Kumar W. de Raedt Guido Camps Hans Hallez Bart Vanrumste 25 4 0 15 Dec 2023
Multi-stage Learning for Radar Pulse Activity Segmentation Zi Huang Akila Pemasiri Simon Denman Clinton Fookes Terrence Martin 14 3 0 15 Dec 2023
A Decoupled Spatio-Temporal Framework for Skeleton-based Action Segmentation Yunheng Li Zhongyu Li Shanghua Gao Qilong Wang Qibin Hou Ming-Ming Cheng 53 3 0 10 Dec 2023
Leveraging Generative Language Models for Weakly Supervised Sentence Component Analysis in Video-Language Joint Learning Zaber Ibn Abdul Hakim Najibul Haque Sarker Rahul Pratap Singh Bishmoy Paul Ali Dabouei Min Xu 17 1 0 10 Dec 2023
Enhancing Single-Frame Supervision for Better Temporal Action Localization Changjian Chen Jiashu Chen Weikai Yang Haoze Wang Johannes Knittel Xibin Zhao Steffen Koch Thomas Ertl Shixia Liu 24 3 0 08 Dec 2023
Activity Grammars for Temporal Action Segmentation Dayoung Gong Joonseok Lee Deunsol Jung Suha Kwak Minsu Cho 23 7 0 07 Dec 2023