Unsupervised learning of action classes with continuous temporal embedding

8 April 2019

Juergen Gall

Papers citing "Unsupervised learning of action classes with continuous temporal embedding"

50 / 72 papers shown

Title
Unsupervised Discovery of Long-Term Spatiotemporal Periodic Workflows in Human Activities Fan Yang Quanting Xie Atsunori Moteki S. Masui Shan Jiang Kanji Uchino Yonatan Bisk Graham Neubig AI4TS 125 0 0 18 Nov 2025
Building Egocentric Procedural AI Assistant: Methods, Benchmarks, and Challenges Junlong Li Huaiyuan Xu Sijie Cheng Kejun Wu Kim-Hui Yap Lap-Pui Chau Yi Wang EgoV 177 0 0 17 Nov 2025
REALIGN: Regularized Procedure Alignment with Matching Video Embeddings via Partial Gromov-Wasserstein Optimal Transport Soumyadeep Chandra Kaushik Roy 85 0 0 29 Sep 2025
Biomechanical-phase based Temporal Segmentation in Sports Videos: a Demonstration on Javelin-Throw Bikash Kumar Badatya Vipul Baghel Jyotirmoy Amin Ravi S. Hegde 76 0 0 29 Sep 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 73 0 0 07 Aug 2025
Skeleton Motion Words for Unsupervised Skeleton-Based Temporal Action Segmentation Uzay Gökay Federico Spurio Dominik R. Bach Juergen Gall 94 1 0 06 Aug 2025
Procedure Learning via Regularized Gromov-Wasserstein Optimal Transport Syed Ahmed Mahmood Ali Shah Ali Umer Ahmed Fawad Javed Fateh M. Zia Quoc-Huy Tran 155 2 0 21 Jul 2025
CLOT: Closed Loop Optimal Transport for Unsupervised Action Segmentation Elena Bueno-Benito Mariella Dimiccoli 129 0 0 04 Jul 2025
Temporal Rate Reduction Clustering for Human Motion Segmentation Xianghan Meng Zhengyu Tong Zhiyuan Huang Chun-Guang Li 172 0 0 26 Jun 2025
Joint Self-Supervised Video Alignment and Action Segmentation Ali Shah Ali Syed Ahmed Mahmood Mubin Saeed Andrey Konin M. Zia Quoc-Huy Tran OT 346 3 0 21 Mar 2025
Condensing Action Segmentation Datasets via Generative Network InversionComputer Vision and Pattern Recognition (CVPR), 2025 Guodong Ding Rongyu Chen Angela Yao DD 311 2 0 18 Mar 2025
Video Action DifferencingInternational Conference on Learning Representations (ICLR), 2025 James Burgess Xiaohan Wang Yuhui Zhang Anita Rau Alejandro Lozano Lisa Dunlap Trevor Darrell Serena Yeung-Levy VGen 266 6 0 10 Mar 2025
Improving action segmentation via explicit similarity measurement Kamel Aouaidjia Wenhao Zhang Aofan Li Chongsheng Zhang 234 0 0 15 Feb 2025
Hierarchical Vector Quantization for Unsupervised Action SegmentationAAAI Conference on Artificial Intelligence (AAAI), 2024 Federico Spurio Emad Bahrami Gianpiero Francesca Juergen Gall 306 8 0 23 Dec 2024
2by2: Weakly-Supervised Learning for Global Action SegmentationInternational Conference on Pattern Recognition (ICPR), 2024 Elena Bueno-Benito Mariella Dimiccoli 202 2 0 17 Dec 2024
Weak-Annotation of HAR Datasets using Vision Foundation ModelsInternational Workshop on the Semantic Web (SW), 2024 Marius Bock Kristof Van Laerhoven Michael Moeller 158 2 0 09 Aug 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 263 8 0 22 Apr 2024
Temporally Consistent Unbalanced Optimal Transport for Unsupervised Action SegmentationComputer Vision and Pattern Recognition (CVPR), 2024 Ming Xu Stephen Gould OT 436 25 0 01 Apr 2024
Coherent Temporal Synthesis for Incremental Action SegmentationComputer Vision and Pattern Recognition (CVPR), 2024 Guodong Ding Hans Golong Angela Yao CLL 208 7 0 10 Mar 2024
SMC-NCA: Semantic-guided Multi-level Contrast for Semi-supervised Temporal Action Segmentation Feixiang Zhou Zheheng Jiang Huiyu Zhou Xuelong Li 399 1 0 19 Dec 2023
United We Stand, Divided We Fall: UnityGraph for Unsupervised Procedure Learning from VideosIEEE Workshop/Winter Conference on Applications of Computer Vision (WACV), 2023 Siddhant Bansal Chetan Arora C. V. Jawahar 277 11 0 06 Nov 2023
OTAS: Unsupervised Boundary Detection for Object-Centric Temporal Action SegmentationIEEE Workshop/Winter Conference on Applications of Computer Vision (WACV), 2023 Yuerong Li Zhengrong Xue Huazhe Xu 199 8 0 12 Sep 2023
BIT: Bi-Level Temporal Modeling for Efficient Supervised Action Segmentation Zijia Lu Ehsan Elhamifar 182 3 0 28 Aug 2023
A step towards understanding why classification helps regressionIEEE International Conference on Computer Vision (ICCV), 2023 S. Pintea Yancong Lin J. Dijkstra Jan van Gemert 142 15 0 21 Aug 2023
Is there progress in activity progress prediction? Frans de Boer Jan van Gemert J. Dijkstra S. Pintea 162 0 0 10 Aug 2023
Permutation-Aware Action Segmentation via Unsupervised Frame-to-Segment AlignmentIEEE Workshop/Winter Conference on Applications of Computer Vision (WACV), 2023 Quoc-Huy Tran A. Mehmood Muhammad Ahmed Muhammad Naufil Ana Zafar Andrey Konin M. Zia ViT 333 19 0 31 May 2023
StepFormer: Self-supervised Step Discovery and Localization in Instructional VideosComputer Vision and Pattern Recognition (CVPR), 2023 Nikita Dvornik Isma Hadji Ran Zhang Konstantinos G. Derpanis Animesh Garg Richard P. Wildes Allan D. Jepson 140 38 0 26 Apr 2023
Leveraging triplet loss for unsupervised action segmentation Elena Belén Bueno-Benito Biel Tura Vecino Mariella Dimiccoli 135 11 0 13 Apr 2023
Learning Procedure-aware Video Representation from Instructional Videos and Their NarrationsComputer Vision and Pattern Recognition (CVPR), 2023 Yiwu Zhong Licheng Yu Yang Bai Shangwen Li Xueting Yan Yin Li AI4TS 211 42 0 31 Mar 2023
Weakly Supervised Video Representation Learning with Unaligned Text for Sequential VideosComputer Vision and Pattern Recognition (CVPR), 2023 Sixun Dong Huazhang Hu Dongze Lian Weixin Luo Yichen Qian Shenghua Gao ViT AI4TS 236 18 0 22 Mar 2023
TAEC: Unsupervised Action Segmentation with Temporal-Aware Embedding and Clustering Wei Lin Anna Kukleva Horst Possegger Hilde Kuehne Horst Bischof 167 3 0 09 Mar 2023
STEPs: Self-Supervised Key Step Extraction and Localization from Unlabeled Procedural VideosIEEE International Conference on Computer Vision (ICCV), 2023 Anshul B. Shah Benjamin Lundell H. Sawhney Ramalingam Chellappa SSL 233 14 0 02 Jan 2023
C2F-TCN: A Framework for Semi and Fully Supervised Temporal Action SegmentationIEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2022 Dipika Singhania R. Rahaman Angela Yao 175 43 0 20 Dec 2022
Multi-Task Learning of Object State Changes from Uncurated Videos Tomávs Souvcek Jean-Baptiste Alayrac Antoine Miech Ivan Laptev Josef Sivic 185 12 0 24 Nov 2022
Unsupervised Audio-Visual Lecture SegmentationIEEE Workshop/Winter Conference on Applications of Computer Vision (WACV), 2022 Darshan Singh Anchit Gupta C. V. Jawahar Makarand Tapaswi VOS 197 7 0 29 Oct 2022
Temporal Action Segmentation: An Analysis of Modern TechniquesIEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2022 Guodong Ding Fadime Sener Angela Yao 528 114 0 19 Oct 2022
Learning Video-independent Eye Contact Segmentation from In-the-Wild VideosAsian Conference on Computer Vision (ACCV), 2022 Tianyi Wu Yusuke Sugano 166 0 0 05 Oct 2022
Leveraging Self-Supervised Training for Unintentional Action Recognition Enea Duka Anna Kukleva Bernt Schiele 135 2 0 23 Sep 2022
TL;DW? Summarizing Instructional Videos with Task Relevance & Cross-Modal SaliencyEuropean Conference on Computer Vision (ECCV), 2022 Medhini Narasimhan Arsha Nagrani Chen Sun Michael Rubinstein Trevor Darrell Anna Rohrbach Cordelia Schmid 200 41 0 14 Aug 2022
My View is the Best View: Procedure Learning from Egocentric VideosEuropean Conference on Computer Vision (ECCV), 2022 Siddhant Bansal Chetan Arora C. V. Jawahar EgoV 139 74 0 22 Jul 2022
A Generalized & Robust Framework For Timestamp Supervision in Temporal Action Segmentation R. Rahaman Dipika Singhania Alexandre Hoang Thiery Angela Yao 175 2 0 20 Jul 2022
Leveraging Action Affinity and Continuity for Semi-supervised Temporal Action SegmentationEuropean Conference on Computer Vision (ECCV), 2022 Guodong Ding Angela Yao 196 20 0 18 Jul 2022
SVGraph: Learning Semantic Graphs from Instructional VideosIEEE International Conference on Multimedia Big Data (ICMBD), 2022 Madeline Chantry Schiappa Yogesh S Rawat 193 5 0 16 Jul 2022
Timestamp-Supervised Action Segmentation with Graph Convolutional NetworksIEEE/RJS International Conference on Intelligent RObots and Systems (IROS), 2022 Hamza Khan S. Haresh Awais Ahmed Shakeeb Siddiqui Andrey Konin Mohammad Zeeshan Quoc-Huy Tran 269 25 0 30 Jun 2022
Look for the Change: Learning Object States and State-Modifying Actions from Untrimmed Web VideosComputer Vision and Pattern Recognition (CVPR), 2022 Tomávs Souvcek Jean-Baptiste Alayrac Antoine Miech Ivan Laptev Josef Sivic 190 43 0 22 Mar 2022
Transformers in Action: Weakly Supervised Action Segmentation John Ridley Huseyin Coskun D. Tan Nassir Navab F. Tombari ViT 133 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 23 0 14 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 236 22 0 13 Dec 2021
Iterative Contrast-Classify For Semi-supervised Temporal Action Segmentation Dipika Singhania R. Rahaman Angela Yao 198 28 0 02 Dec 2021