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Video-Specific Query-Key Attention Modeling for Weakly-Supervised Temporal Action Localization

7 May 2023

Papers citing "Video-Specific Query-Key Attention Modeling for Weakly-Supervised Temporal Action Localization"

45 / 45 papers shown

Title
Learning to Refactor Action and Co-occurrence Features for Temporal Action Localization Kun Xia Le Wang Sanping Zhou Nanning Zheng Wei Tang 76 38 0 23 Jun 2022
Fine-grained Temporal Contrastive Learning for Weakly-supervised Temporal Action Localization Junyu Gao Mengyuan Chen Changsheng Xu 27 70 0 31 Mar 2022
ASM-Loc: Action-aware Segment Modeling for Weakly-Supervised Temporal Action Localization Bo He Xitong Yang Le Kang Zhiyu Cheng Xingfa Zhou Abhinav Shrivastava 77 81 0 29 Mar 2022
Weakly Supervised Temporal Action Localization via Representative Snippet Knowledge Propagation Linjiang Huang Liang Wang Hongsheng Li AI4TS 79 69 0 06 Mar 2022
ACGNet: Action Complement Graph Network for Weakly-supervised Temporal Action Localization Zichen Yang Jie Qin Di Huang 59 61 0 21 Dec 2021
Background-Click Supervision for Temporal Action Localization Le Yang Junwei Han Tao Zhao Tianwei Lin Dingwen Zhang Jianxin Chen 72 61 0 24 Nov 2021
Foreground-Action Consistency Network for Weakly Supervised Temporal Action Localization Linjiang Huang Liang Wang Hongsheng Li 88 78 0 14 Aug 2021
Learning Action Completeness from Points for Weakly-supervised Temporal Action Localization Pilhyeon Lee H. Byun 111 65 0 11 Aug 2021
Cross-modal Consensus Network for Weakly Supervised Temporal Action Localization Fa-Ting Hong Jialuo Feng Dan Xu Ying Shan Weishi Zheng 100 89 0 27 Jul 2021
End-to-end Temporal Action Detection with Transformer Xiaolong Liu Qimeng Wang Yao Hu Xu Tang Shiwei Zhang S. Bai X. Bai ViT 104 233 0 18 Jun 2021
Action Unit Memory Network for Weakly Supervised Temporal Action Localization Wang Luo Tianzhu Zhang Wenfei Yang Jingen Liu Tao Mei Feng Wu Yongdong Zhang 84 82 0 29 Apr 2021
MIST: Multiple Instance Self-Training Framework for Video Anomaly Detection Jianfeng Feng Fa-Ting Hong Weishi Zheng 96 248 0 04 Apr 2021
ViViT: A Video Vision Transformer Anurag Arnab Mostafa Dehghani G. Heigold Chen Sun Mario Lucic Cordelia Schmid ViT 225 2,168 0 29 Mar 2021
ACSNet: Action-Context Separation Network for Weakly Supervised Temporal Action Localization Zi-yi Liu Le Wang Qilin Zhang Wei Tang Junsong Yuan N. Zheng G. Hua 91 73 0 28 Mar 2021
The Blessings of Unlabeled Background in Untrimmed Videos Yuan Liu Jingyuan Chen Zhenfang Chen Bing Deng Jianqiang Huang Hanwang Zhang CML 81 44 0 24 Mar 2021
Activity Graph Transformer for Temporal Action Localization Megha Nawhal Greg Mori 122 71 0 21 Jan 2021
A Hybrid Attention Mechanism for Weakly-Supervised Temporal Action Localization Ashraful Islam Chengjiang Long Richard J. Radke 105 127 0 03 Jan 2021
D2-Net: Weakly-Supervised Action Localization via Discriminative Embeddings and Denoised Activations Sanath Narayan Hisham Cholakkal Munawar Hayat Fahad Shahbaz Khan Ming-Hsuan Yang Ling Shao 80 55 0 11 Dec 2020
Video Self-Stitching Graph Network for Temporal Action Localization Chen Zhao Ali K. Thabet Guohao Li 81 141 0 30 Nov 2020
An Image is Worth 16x16 Words: Transformers for Image Recognition at Scale Alexey Dosovitskiy Lucas Beyer Alexander Kolesnikov Dirk Weissenborn Xiaohua Zhai ... Matthias Minderer G. Heigold Sylvain Gelly Jakob Uszkoreit N. Houlsby ViT 684 41,563 0 22 Oct 2020
Two-Stream Consensus Network for Weakly-Supervised Temporal Action Localization Yuanhao Zhai Le Wang Wei Tang Qilin Zhang Junsong Yuan G. Hua 91 139 0 22 Oct 2020
MINI-Net: Multiple Instance Ranking Network for Video Highlight Detection Fa-Ting Hong Xuanteng Huang Weihong Li Weishi Zheng 70 62 0 20 Jul 2020
Weakly-Supervised Action Localization by Generative Attention Modeling Baifeng Shi Qi Dai Yadong Mu Jingdong Wang WSOL 83 149 0 27 Mar 2020
SF-Net: Single-Frame Supervision for Temporal Action Localization Fan Ma Linchao Zhu Yi Yang Shengxin Cindy Zha Gourab Kundu Matt Feiszli Zheng Shou 111 142 0 15 Mar 2020
Action Graphs: Weakly-supervised Action Localization with Graph Convolution Networks M. Rashid Hedvig Kjellström Yong Jae Lee WSOL GNN 118 46 0 04 Feb 2020
Weakly Supervised Temporal Action Localization Using Deep Metric Learning Ashraful Islam Richard J. Radke 64 46 0 21 Jan 2020
G-TAD: Sub-Graph Localization for Temporal Action Detection Mengmeng Xu Chen Zhao D. Rojas Ali K. Thabet Guohao Li 132 437 0 26 Nov 2019
Background Suppression Network for Weakly-supervised Temporal Action Localization Pilhyeon Lee Youngjung Uh H. Byun 135 214 0 22 Nov 2019
Gaussian Temporal Awareness Networks for Action Localization Fuchen Long Ting Yao Zhaofan Qiu Xinmei Tian Jiebo Luo Tao Mei 207 321 0 09 Sep 2019
3C-Net: Category Count and Center Loss for Weakly-Supervised Action Localization Sanath Narayan Hisham Cholakkal Fahad Shahbaz Khan Ling Shao 3DPC 63 157 0 22 Aug 2019
Weakly-supervised Action Localization with Background Modeling P. Nguyen Deva Ramanan Charless C. Fowlkes SSL WSOL 125 161 0 19 Aug 2019
W-TALC: Weakly-supervised Temporal Activity Localization and Classification S. Paul Sourya Roy Amit K. Roy-Chowdhury 91 311 0 27 Jul 2018
AutoLoc: Weakly-supervised Temporal Action Localization Zheng Shou Hang Gao Lei Zhang K. Miyazawa Shih-Fu Chang 109 261 0 22 Jul 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 77 648 0 20 Apr 2018
Real-world Anomaly Detection in Surveillance Videos Waqas Sultani Chen Chen M. Shah AI4TS 183 1,493 0 12 Jan 2018
Moments in Time Dataset: one million videos for event understanding Mathew Monfort A. Andonian Bolei Zhou K. Ramakrishnan Sarah Adel Bargal ... L. Brown Quanfu Fan Dan Gutfreund Carl Vondrick A. Oliva 105 552 0 09 Jan 2018
Weakly Supervised Action Localization by Sparse Temporal Pooling Network P. Nguyen Ting Liu Gautam Prasad Bohyung Han WSOL 172 351 0 14 Dec 2017
Attention Is All You Need Ashish Vaswani Noam M. Shazeer Niki Parmar Jakob Uszkoreit Llion Jones Aidan Gomez Lukasz Kaiser Illia Polosukhin 3DV 805 132,725 0 12 Jun 2017
Quo Vadis, Action Recognition? A New Model and the Kinetics Dataset João Carreira Andrew Zisserman 240 8,045 0 22 May 2017
The Kinetics Human Action Video Dataset W. Kay João Carreira Karen Simonyan Brian Zhang Chloe Hillier ... Tim Green T. Back Apostol Natsev Mustafa Suleyman Andrew Zisserman 260 3,817 0 19 May 2017
Temporal Action Detection with Structured Segment Networks Yue Zhao Yuanjun Xiong Limin Wang Zhirong Wu Xiaoou Tang Dahua Lin 104 916 0 20 Apr 2017
UntrimmedNets for Weakly Supervised Action Recognition and Detection Limin Wang Yuanjun Xiong Dahua Lin Luc Van Gool 75 491 0 09 Mar 2017
Convolutional Two-Stream Network Fusion for Video Action Recognition Christoph Feichtenhofer A. Pinz Andrew Zisserman 171 2,612 0 22 Apr 2016
Adam: A Method for Stochastic Optimization Diederik P. Kingma Jimmy Ba ODL 2.1K 150,433 0 22 Dec 2014
Two-Stream Convolutional Networks for Action Recognition in Videos Karen Simonyan Andrew Zisserman 261 7,545 0 09 Jun 2014