Graph Convolutional Networks for Temporal Action Localization

IEEE International Conference on Computer Vision (ICCV), 2019

7 September 2019

Chuang Gan

ArXiv (abs)PDF HTML Github (324★)

Papers citing "Graph Convolutional Networks for Temporal Action Localization"

50 / 254 papers shown

Title
TBT-Former: Learning Temporal Boundary Distributions for Action Localization Thisara Rathnayaka Uthayasanker Thayasivam 100 0 0 01 Dec 2025
MambaTAD: When State-Space Models Meet Long-Range Temporal Action Detection H. Lu Yi Yu Shijian Lu Deepu Rajan Boon Poh Ng Alex Chichung Kot Xudong Jiang Mamba 168 0 0 22 Nov 2025
SMART: Shot-Aware Multimodal Video Moment Retrieval with Audio-Enhanced MLLM An Yu Weiheng Lu Jian Li Zhenfei Zhang Yunhang Shen Felix X.-F. Ye Ming-Ching Chang 157 1 0 18 Nov 2025
HieraMamba: Video Temporal Grounding via Hierarchical Anchor-Mamba Pooling Joungbin An Kristen Grauman Mamba 253 0 0 27 Oct 2025
Language-guided Recursive Spatiotemporal Graph Modeling for Video SummarizationInternational Journal of Computer Vision (IJCV), 2025 Jungin Park Jiyoung Lee Kwanghoon Sohn 64 0 0 06 Sep 2025
Aligning Moments in Time using Video Queries Yogesh Kumar Uday Agarwal Manish Gupta Anand Mishra 239 1 0 21 Aug 2025
EgoLoc: A Generalizable Solution for Temporal Interaction Localization in Egocentric Videos Junyi Ma Erhang Zhang Yin-Dong Zheng Yuchen Xie Yixuan Zhou Hesheng Wang 248 0 0 17 Aug 2025
Generic Event Boundary Detection via Denoising Diffusion Jaejun Hwang Dayoung Gong Manjin Kim Minsu Cho DiffM 117 0 0 16 Aug 2025
StgcDiff: Spatial-Temporal Graph Condition Diffusion for Sign Language Transition Generation Jiashu He J. He Shengeng Tang Huixia Ben Lechao Cheng Richang Hong DiffM 126 0 0 16 Jun 2025
ProTAL: A Drag-and-Link Video Programming Framework for Temporal Action LocalizationInternational Conference on Human Factors in Computing Systems (CHI), 2025 Yuchen He Jianbing Lv Liqi Cheng Lingyu Meng Dazhen Deng Yingcai Wu 197 1 0 23 May 2025
Grounding-MD: Grounded Video-language Pre-training for Open-World Moment Detection Weijun Zhuang Qizhang Li Xin Li Ming-Yu Liu Xiaopeng Hong Feng Gao Fan Yang W. Zuo 242 1 0 20 Apr 2025
Chain-of-Evidence Multimodal Reasoning for Few-shot Temporal Action Localization Hongwei Ji Wulian Yun Mengshi Qi Huadong Ma Huadong Ma LRM 864 0 0 18 Apr 2025
Chapter-Llama: Efficient Chaptering in Hour-Long Videos with LLMsComputer Vision and Pattern Recognition (CVPR), 2025 Lucas Ventura Antoine Yang Cordelia Schmid Gül Varol 242 2 0 31 Mar 2025
OpenTAD: A Unified Framework and Comprehensive Study of Temporal Action Detection Shuming Liu Chen Zhao Fatimah Zohra Mattia Soldan Alejandro Pardo ... Juan Carlos León Alcázar A. Cioppa Silvio Giancola Carlos Hinojosa Bernard Ghanem 257 5 0 27 Feb 2025
Hier-EgoPack: Hierarchical Egocentric Video Understanding with Diverse Task PerspectivesIEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2025 Simone Alberto Peirone Francesca Pistilli A. Alliegro Tatiana Tommasi Giuseppe Averta 111 3 0 04 Feb 2025
Weakly Supervised Temporal Action Localization via Dual-Prior Collaborative Learning Guided by Multimodal Large Language ModelsComputer Vision and Pattern Recognition (CVPR), 2024 Quan Zhang Yuxin Qi Rui Yuan Xi Tang Yuxin Qi Ke Zhang Chun Yuan 238 5 0 13 Nov 2024
GEM-VPC: A dual Graph-Enhanced Multimodal integration for Video Paragraph Captioning Eileen Wang Caren Han Josiah Poon 177 1 0 12 Oct 2024
Introducing Gating and Context into Temporal Action Detection Aglind Reka Diana Laura Borza Dominick Reilly Michal Balazia Francois Bremond 203 0 0 06 Sep 2024
FMI-TAL: Few-shot Multiple Instances Temporal Action Localization by Probability Distribution Learning and Interval Cluster Refinement Fengshun Wang Qiurui Wang Yuting Wang 149 0 0 25 Aug 2024
HAT: History-Augmented Anchor Transformer for Online Temporal Action LocalizationEuropean Conference on Computer Vision (ECCV), 2024 Sakib Reza Yuexi Zhang Mohsen Moghaddam Mario Sznaier 203 5 0 12 Aug 2024
Probabilistic Vision-Language Representation for Weakly Supervised Temporal Action LocalizationACM Multimedia (MM), 2024 Geuntaek Lim Hyunwoo Kim Joonsoo Kim Yukyung Choi 262 5 0 12 Aug 2024
Online Temporal Action Localization with Memory-Augmented TransformerEuropean Conference on Computer Vision (ECCV), 2024 Youngkil Song Dongkeun Kim Minsu Cho Suha Kwak 206 3 0 06 Aug 2024
Enhancing Temporal Action Localization: Advanced S6 Modeling with Recurrent Mechanism Sangyoun Lee Juho Jung Changdae Oh Sunghee Yun 190 6 0 18 Jul 2024
ActionSwitch: Class-agnostic Detection of Simultaneous Actions in Streaming Videos Hyolim Kang Jeongseok Hyun Joungbin An Youngjae Yu Seon Joo Kim 140 1 0 17 Jul 2024
Full-Stage Pseudo Label Quality Enhancement for Weakly-supervised Temporal Action Localization Qianhan Feng Wenshuo Li Tong Lin Xinghao Chen 239 3 0 12 Jul 2024
Towards Adaptive Pseudo-label Learning for Semi-Supervised Temporal Action Localization Feixiang Zhou Bryan M. Williams Hossein Rahmani 185 3 0 10 Jul 2024
Open-Vocabulary Temporal Action Localization using Multimodal Guidance Akshita Gupta Aditya Arora Sanath Narayan Salman Khan Fahad Shahbaz Khan Graham W. Taylor 192 7 0 21 Jun 2024
Self-Supervised Representation Learning with Spatial-Temporal Consistency for Sign Language RecognitionIEEE Transactions on Image Processing (TIP), 2024 Weichao Zhao Wengang Zhou Hezhen Hu Min Wang Houqiang Li SLR 270 12 0 15 Jun 2024
OphNet: A Large-Scale Video Benchmark for Ophthalmic Surgical Workflow Understanding Ming Hu Peng Xia Lin Wang Siyuan Yan Feilong Tang ... Xuelian Cheng Jun Cheng Chi Liu Kaijing Zhou Zongyuan Ge 270 26 0 11 Jun 2024
Advancing Weakly-Supervised Audio-Visual Video Parsing via Segment-wise Pseudo Labeling Jinxing Zhou Dan Guo Yiran Zhong Meng Wang VLM 219 35 0 03 Jun 2024
One-Stage Open-Vocabulary Temporal Action Detection Leveraging Temporal Multi-scale and Action Label Features Trung Thanh Nguyen Yasutomo Kawanishi Takahiro Komamizu Ichiro Ide VLM 166 6 0 30 Apr 2024
DeepLocalization: Using change point detection for Temporal Action Localization Mohammed Shaiqur Rahman Ibne Farabi Shihab Lynna Chu Anuj Sharma 186 4 0 18 Apr 2024
UniMD: Towards Unifying Moment Retrieval and Temporal Action Detection Yingsen Zeng Yujie Zhong Chengjian Feng Lin Ma 453 14 0 07 Apr 2024
UniAV: Unified Audio-Visual Perception for Multi-Task Video Event LocalizationIEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2024 Tiantian Geng Teng Wang Jinming Duan Yanfu Zhang Weili Guan Feng Zheng Ling Shao 244 2 0 04 Apr 2024
Action Detection via an Image Diffusion Process Lin Geng Foo Tianjiao Li Hossein Rahmani Jun Liu 280 11 0 01 Apr 2024
Dual DETRs for Multi-Label Temporal Action Detection Yuhan Zhu Guozhen Zhang Jing Tan Gangshan Wu Limin Wang 232 19 0 31 Mar 2024
Benchmarking the Robustness of Temporal Action Detection Models Against Temporal Corruptions Runhao Zeng Xiaoyong Chen Jiaming Liang Huisi Wu Guangzhong Cao Yong Guo AAML 313 7 0 29 Mar 2024
PLOT-TAL: Prompt Learning with Optimal Transport for Few-Shot Temporal Action Localization Edward Fish Jon Weinbren 291 1 0 27 Mar 2024
Unsupervised Modality-Transferable Video Highlight Detection with Representation Activation Sequence LearningIEEE Transactions on Image Processing (TIP), 2024 Tingtian Li Zixun Sun Xinyu Xiao 172 7 0 14 Mar 2024
Density-Guided Label Smoothing for Temporal Localization of Driving Actions Tunç Alkanat Erkut Akdag Egor Bondarev Peter H. N. de With 191 5 0 11 Mar 2024
A Backpack Full of Skills: Egocentric Video Understanding with Diverse Task Perspectives Simone Alberto Peirone Francesca Pistilli A. Alliegro Giuseppe Averta EgoV 294 8 0 05 Mar 2024
Efficient Action Counting with Dynamic Queries Zishi Li Xiaoxuan Ma Qiuyan Shang Wentao Zhu Hai Ci Yu Qiao Yizhou Wang 290 4 0 03 Mar 2024
Computer Vision for Primate Behavior Analysis in the Wild Richard Vogg Timo Lüddecke Jonathan Henrich Sharmita Dey Matthias Nuske ... Alexander Gail Stefan Treue H. Scherberger Florentin Wörgötter Alexander S. Ecker 384 14 0 29 Jan 2024
CAT: A Causally Graph Attention Network for Trimming Heterophilic GraphInformation Sciences (Inf. Sci.), 2023 Silu He Qinyao Luo Xinsha Fu Ling Zhao Ronghua Du Haifeng Li 264 10 0 14 Dec 2023
ADM-Loc: Actionness Distribution Modeling for Point-supervised Temporal Action Localization Elahe Vahdani Yingli Tian 154 0 0 27 Nov 2023
Temporal Action Localization for Inertial-based Human Activity RecognitionProceedings of the ACM on Interactive Mobile Wearable and Ubiquitous Technologies (IMWUT), 2023 Marius Bock Michael Moeller Kristof Van Laerhoven 148 4 0 27 Nov 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
A Hybrid Graph Network for Complex Activity Detection in VideoIEEE Workshop/Winter Conference on Applications of Computer Vision (WACV), 2023 Salman Khan Izzeddin Teeti Andrew Bradley Mohamed Elhoseiny Fabio Cuzzolin 267 2 0 26 Oct 2023
POTLoc: Pseudo-Label Oriented Transformer for Point-Supervised Temporal Action Localization Elahe Vahdani Yingli Tian 184 1 0 20 Oct 2023
Boundary Discretization and Reliable Classification Network for Temporal Action DetectionIEEE transactions on multimedia (IEEE TMM), 2023 Zhenying Fang Jun Yu Richang Hong 289 3 0 10 Oct 2023