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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
LTC-GIF: Attracting More Clicks on Feature-length Sports Videos Ghulam Mujtaba Jaehyuk Choi Eun‐Seok Ryu 103 0 0 22 Jan 2022
Transformers in Action: Weakly Supervised Action Segmentation John Ridley Huseyin Coskun D. Tan Nassir Navab F. Tombari ViT 145 5 0 14 Jan 2022
Boundary-aware Self-supervised Learning for Video Scene SegmentationAsian Conference on Computer Vision (ACCV), 2022 Jonghwan Mun Minchul Shin Gunsoo Han Sangho Lee S. Ha Joonseok Lee Eun-Sol Kim SSL 147 24 0 14 Jan 2022
MAXIM: Multi-Axis MLP for Image ProcessingComputer Vision and Pattern Recognition (CVPR), 2022 Zhengzhong Tu Hossein Talebi Han Zhang Feng Yang P. Milanfar A. Bovik Yinxiao Li 260 625 0 09 Jan 2022
UnweaveNet: Unweaving Activity StoriesComputer Vision and Pattern Recognition (CVPR), 2021 Will Price Carl Vondrick Dima Damen EgoV 276 16 0 19 Dec 2021
SVIP: Sequence VerIfication for Procedures in Videos Yichen Qian Weixin Luo Dongze Lian Xu Tang P. Zhao Shenghua Gao ViT 260 22 0 13 Dec 2021
Iterative Contrast-Classify For Semi-supervised Temporal Action Segmentation Dipika Singhania R. Rahaman Angela Yao 230 28 0 02 Dec 2021
Stacked Temporal Attention: Improving First-person Action Recognition by Emphasizing Discriminative Clips Lijin Yang Yifei Huang Yusuke Sugano Yoichi Sato 176 6 0 02 Dec 2021
Cross Your Body: A Cognitive Assessment System for Children S. Sayed V. Athitsos 58 2 0 24 Nov 2021
Background-Click Supervision for Temporal Action Localization Le Yang Junwei Han Tao Zhao Tianwei Lin Dingwen Zhang Jianxin Chen 161 65 0 24 Nov 2021
MM-Pyramid: Multimodal Pyramid Attentional Network for Audio-Visual Event Localization and Video Parsing Jiashuo Yu Ying Cheng Ruiwei Zhao Rui Feng Yuejie Zhang 189 80 0 24 Nov 2021
Exploring Segment-level Semantics for Online Phase Recognition from Surgical VideosIEEE Transactions on Medical Imaging (IEEE TMI), 2021 Xinpeng Ding Xiaomeng Li 302 45 0 22 Nov 2021
Will You Ever Become Popular? Learning to Predict Virality of Dance Clips Jiahao Wang Yunhong Wang Nina Weng Tianrui Chai Annan Li Faxi Zhang Sansi Yu 117 15 0 06 Nov 2021
Sequence-to-Sequence Modeling for Action Identification at High Temporal Resolution Aakash Kaku Kangning Liu A. Parnandi H. Rajamohan Kannan Venkataramanan Anita Venkatesan Audre Wirtanen Natasha Pandit Heidi M. Schambra C. Fernandez‐Granda 116 5 0 03 Nov 2021
ASFormer: Transformer for Action Segmentation Fangqiu Yi Hongyu Wen Tingting Jiang ViT 559 235 0 16 Oct 2021
Hierarchical Modeling for Task Recognition and Action Segmentation in Weakly-Labeled Instructional VideosIEEE Workshop/Winter Conference on Applications of Computer Vision (WACV), 2021 Reza Ghoddoosian S. Sayed V. Athitsos 166 16 0 12 Oct 2021
The Object at Hand: Automated Editing for Mixed Reality Video Guidance from Hand-Object Interactions Yao Lu Walterio W. Mayol-Cuevas 100 7 0 29 Sep 2021
Egocentric Hand-object Interaction Detection and Application Yao Lu W. Mayol-Cuevas EgoV 128 5 0 29 Sep 2021
Efficient Global-Local Memory for Real-time Instrument Segmentation of Robotic Surgical Video Jiacheng Wang Yueming Jin Liansheng Wang Shuntian Cai Pheng-Ann Heng Jing Qin 163 21 0 28 Sep 2021
Long Short View Feature Decomposition via Contrastive Video Representation LearningIEEE International Conference on Computer Vision (ICCV), 2021 Nadine Behrmann Mohsen Fayyaz Juergen Gall M. Noroozi 95 37 0 23 Sep 2021
Overview of Tencent Multi-modal Ads Video Understanding Challenge Zhenzhi Wang Liyu Wu Zhimin Li Jiangfeng Xiong Qinglin Lu 140 5 0 16 Sep 2021
DynSTGAT: Dynamic Spatial-Temporal Graph Attention Network for Traffic Signal Control Libing Wu Min Wang Dan Wu Jia Wu 130 45 0 12 Sep 2021
Temporal Action Segmentation with High-level Complex Activity Labels Guodong Ding Angela Yao 217 21 0 15 Aug 2021
FIFA: Fast Inference Approximation for Action SegmentationGerman Conference on Pattern Recognition (DAGM), 2021 Yaser Souri Yazan Abu Farha Fabien Despinoy Gianpiero Francesca Juergen Gall 164 23 0 09 Aug 2021
Multi-Slice Net: A novel light weight framework for COVID-19 DiagnosisInternational Conference on Autonomic and Autonomous Systems (ICAAS), 2021 Harshala Gammulle Tharindu Fernando Sridha Sridharan Akila Pemasiri Clinton Fookes 172 3 0 09 Aug 2021
Learning an Augmented RGB Representation with Cross-Modal Knowledge Distillation for Action DetectionIEEE International Conference on Computer Vision (ICCV), 2021 Rui Dai Srijan Das Francois Bremond 175 48 0 08 Aug 2021
Predicting the Future from First Person (Egocentric) Vision: A SurveyComputer Vision and Image Understanding (CVIU), 2021 Ivan Rodin Antonino Furnari Dimitrios Mavroeidis G. Farinella EgoV 196 51 0 28 Jul 2021
Joint Visual Semantic Reasoning: Multi-Stage Decoder for Text RecognitionIEEE International Conference on Computer Vision (ICCV), 2021 A. Bhunia Aneeshan Sain Amandeep Kumar S. Ghose Pinaki Nath Chowdhury Yi-Zhe Song 212 58 0 26 Jul 2021
Looking for the Signs: Identifying Isolated Sign Instances in Continuous Video FootageIEEE International Conference on Automatic Face & Gesture Recognition (FG), 2021 Tao Jiang Necati Cihan Camgöz Richard Bowden 99 14 0 21 Jul 2021
Not End-to-End: Explore Multi-Stage Architecture for Online Surgical Phase RecognitionAsian Conference on Computer Vision (ACCV), 2021 Fangqiu Yi Tingting Jiang 137 30 0 10 Jul 2021
Generic Event Boundary Detection Challenge at CVPR 2021 Technical Report: Cascaded Temporal Attention Network (CASTANET) Dexiang Hong Congcong Li Longyin Wen Xinyao Wang Libo Zhang 117 14 0 01 Jul 2021
Robust and Interpretable Temporal Convolution Network for Event Detection in Lung Sound RecordingsIEEE journal of biomedical and health informatics (JBHI), 2021 Tharindu Fernando Sridha Sridharan Akila Pemasiri H. Ghaemmaghami Clinton Fookes 164 35 0 30 Jun 2021
Vision Transformers with Hierarchical AttentionMachine Intelligence Research (MIR), 2021 Yun-Hai Liu Yu-Huan Wu Guolei Sun Le Zhang Ajad Chhatkuli Luc Van Gool ViT 167 68 0 06 Jun 2021
Transferring Knowledge from Text to Video: Zero-Shot Anticipation for Procedural ActionsIEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2021 Fadime Sener Rishabh Saraf Angela Yao LM&Ro 162 17 0 06 Jun 2021
Towards Unified Surgical Skill AssessmentComputer Vision and Pattern Recognition (CVPR), 2021 Daochang Liu Qiyue Li Tingting Jiang Yizhou Wang R. Miao F. Shan Ziyu Li 129 86 0 02 Jun 2021
SSCAP: Self-supervised Co-occurrence Action Parsing for Unsupervised Temporal Action SegmentationIEEE Workshop/Winter Conference on Applications of Computer Vision (WACV), 2021 Zhe Wang Hao Chen Xinyu Li Chunhui Liu Yuanjun Xiong Joseph Tighe Charless C. Fowlkes 208 24 0 29 May 2021
Coarse to Fine Multi-Resolution Temporal Convolutional Network Dipika Singhania R. Rahaman Angela Yao AI4TS 223 60 0 23 May 2021
Unsupervised Discriminative Embedding for Sub-Action Learning in Complex ActivitiesInternational Conference on Information Photonics (ICIP), 2021 S. Swetha Hilde Kuehne Yogesh S Rawat M. Shah 121 23 0 30 Apr 2021
Sign Segmentation with Changepoint-Modulated Pseudo-Labelling Katrin Renz N. Stache Neil Fox Gül Varol Samuel Albanie 167 20 0 28 Apr 2021
Action Segmentation with Mixed Temporal Domain AdaptationIEEE Workshop/Winter Conference on Applications of Computer Vision (WACV), 2020 Min-Hung Chen Baopu Li Yingze Bao Ghassan AlRegib 165 38 0 15 Apr 2021
ADNet: Temporal Anomaly Detection in Surveillance Videos H. Öztürk Ahmet Burak Can 217 16 0 14 Apr 2021
Fingerspelling Detection in American Sign LanguageComputer Vision and Pattern Recognition (CVPR), 2021 Bowen Shi D. Brentari G. Shakhnarovich Karen Livescu 100 24 0 03 Apr 2021
Learning by Aligning Videos in TimeComputer Vision and Pattern Recognition (CVPR), 2021 S. Haresh Sateesh Kumar Huseyin Coskun S. N. Syed Andrey Konin M. Zia Quoc-Huy Tran AI4TS 194 74 0 31 Mar 2021
PLAN-B: Predicting Likely Alternative Next Best Sequences for Action Prediction D. Scarafoni Irfan Essa Thomas Ploetz 93 1 0 29 Mar 2021
Automated freezing of gait assessment with marker-based motion capture and multi-stage spatial-temporal graph convolutional neural networksJournal of NeuroEngineering and Rehabilitation (JNER), 2021 Benjamin Filtjens Pieter Ginis A. Nieuwboer P. Slaets Bart Vanrumste 148 27 0 29 Mar 2021
Trans-SVNet: Accurate Phase Recognition from Surgical Videos via Hybrid Embedding Aggregation TransformerInternational Conference on Medical Image Computing and Computer-Assisted Intervention (MICCAI), 2021 Xiaojie Gao Yueming Jin Yonghao Long Qi Dou Pheng-Ann Heng MedIm 253 131 0 17 Mar 2021
Temporal Action Segmentation from Timestamp SupervisionComputer Vision and Pattern Recognition (CVPR), 2021 Zhe Li Yazan Abu Farha Juergen Gall 211 93 0 11 Mar 2021
Learning Asynchronous and Sparse Human-Object Interaction in VideosComputer Vision and Pattern Recognition (CVPR), 2021 Romero Morais Vuong Le Svetha Venkatesh T. Tran 98 33 0 03 Mar 2021
Multi-Task Temporal Convolutional Networks for Joint Recognition of Surgical Phases and Steps in Gastric Bypass ProceduresInternational Journal of Computer Assisted Radiology and Surgery (IJCARS), 2021 Sanat Ramesh Diego DallÁlba Cristians Gonzalez Tong Yu Pietro Mascagni Didier Mutter J. Marescaux Paolo Fiorini N. Padoy 130 84 0 24 Feb 2021
Speech Enhancement Using Multi-Stage Self-Attentive Temporal Convolutional NetworksIEEE/ACM Transactions on Audio Speech and Language Processing (TASLP), 2021 Ju Lin A. Wijngaarden Kuang-Ching Wang M. C. Smith 135 63 0 24 Feb 2021