Actor-Transformers for Group Activity Recognition

Computer Vision and Pattern Recognition (CVPR), 2020

28 March 2020

Papers citing "Actor-Transformers for Group Activity Recognition"

50 / 81 papers shown

Title
Part-Aware Bottom-Up Group Reasoning for Fine-Grained Social Interaction Detection Dongkeun Kim Minsu Cho Suha Kwak 16 0 0 05 Nov 2025
Multi-Focused Video Group Activities Hashing Zhongmiao Qi Yan Jiang Bolin Zhang Lijun Guo Chong Wang Qiangbo Qian 44 0 0 30 Aug 2025
Prompt-Guided Relational Reasoning for Social Behavior Understanding with Vision Foundation Models Thinesh Thiyakesan Ponbagavathi Chengzheng Yang Alina Roitberg VLM 52 1 0 11 Aug 2025
CogniAlign: Word-Level Multimodal Speech Alignment with Gated Cross-Attention for Alzheimer's DetectionKnowledge-Based Systems (KBS), 2025 David Ortiz-Perez Manuel Benavent-Lledo Javier Rodriguez-Juan José García Rodríguez David Tomás 161 1 0 02 Jun 2025
PromptGAR: Flexible Promptive Group Activity Recognition Zhangyu Jin Andrew Feng Ankur Chemburkar Celso M. De Melo VLM 204 0 0 11 Mar 2025
SGA-INTERACT: A 3D Skeleton-based Benchmark for Group Activity Understanding in Modern Basketball Tactic Yue Yang Wei Wang Yifei Liu Linfeng Dong Hao Wu Mingxin Zhang Zhihang Zhong Xiao-Fu Sun 129 3 0 09 Mar 2025
Game State and Spatio-temporal Action Detection in Soccer using Graph Neural Networks and 3D Convolutional NetworksInternational Conference on Pattern Recognition Applications and Methods (ICPRAM), 2025 Jeremie Ochin Guillaume Devineau Bogdan Stanciulescu Sotiris Manitsaris 3DPC 167 4 0 24 Feb 2025
CHASE: Learning Convex Hull Adaptive Shift for Skeleton-based Multi-Entity Action RecognitionNeural Information Processing Systems (NeurIPS), 2024 Yuhang Wen Mengyuan Liu Songtao Wu Beichen Ding 172 1 0 31 Dec 2024
LiGAR: LiDAR-Guided Hierarchical Transformer for Multi-Modal Group Activity RecognitionIEEE Workshop/Winter Conference on Applications of Computer Vision (WACV), 2024 N. V. R. Chappa Khoa Luu 125 1 0 28 Oct 2024
Deep Insights into Cognitive Decline: A Survey of Leveraging Non-Intrusive Modalities with Deep Learning TechniquesApplied Soft Computing (Appl. Soft Comput.), 2024 David Ortiz-Perez Manuel Benavent-Lledo José García Rodríguez David Tomás M. Flores Vizcaya-Moreno 163 3 0 24 Oct 2024
MIP-GAF: A MLLM-annotated Benchmark for Most Important Person Localization and Group Context UnderstandingIEEE Workshop/Winter Conference on Applications of Computer Vision (WACV), 2024 Surbhi Madan Shreya Ghosh L. Sookha M. A. Ganaie Ramanathan Subramanian Abhinav Dhall Tom Gedeon 111 3 0 10 Sep 2024
Causal Temporal Representation Learning with Nonstationary Sparse TransitionNeural Information Processing Systems (NeurIPS), 2024 Xiangchen Song Zijian Li Guangyi Chen Yujia Zheng Yewen Fan Xinshuai Dong Kun Zhang CML 130 5 0 05 Sep 2024
ActivityCLIP: Enhancing Group Activity Recognition by Mining Complementary Information from Text to Supplement Image Modality Guoliang Xu Jianqin Yin Feng Zhou Yonghao Dang VLM 133 1 0 29 Jul 2024
Skeleton-based Group Activity Recognition via Spatial-Temporal Panoramic GraphEuropean Conference on Computer Vision (ECCV), 2024 Zheng Li Xinle Chang Yueran Li Jingyong Su 137 9 0 28 Jul 2024
VideoMamba: Spatio-Temporal Selective State Space Model Jinyoung Park Hee-Seon Kim Kangwook Ko Minbeom Kim Changick Kim Mamba 169 21 0 11 Jul 2024
Self-supervised Multi-actor Social Activity Understanding in Streaming Videos Shubham Trehan Sathyanarayanan N. Aakur 100 1 0 20 Jun 2024
Flow-Assisted Motion Learning Network for Weakly-Supervised Group Activity Recognition Muhammad Adi Nugroho Sangmin Woo Sumin Lee Jinyoung Park Yooseung Wang Donguk Kim Changick Kim 91 1 0 28 May 2024
From CNNs to Transformers in Multimodal Human Action Recognition: A Survey Muhammad Bilal Shaikh Syed Mohammed Shamsul Islam Douglas Chai Naveed Akhtar 177 23 0 22 May 2024
AdaFPP: Adapt-Focused Bi-Propagating Prototype Learning for Panoramic Activity RecognitionACM Multimedia (MM), 2024 Meiqi Cao Rui Yan Xiangbo Shu Guangzhao Dai Yazhou Yao Guo-Sen Xie 165 1 0 04 May 2024
Design and Analysis of Efficient Attention in Transformers for Social Group Activity Recognition Masato Tamura 82 4 0 15 Apr 2024
LOGO: A Long-Form Video Dataset for Group Action Quality Assessment Shiyi Zhang Wen-Dao Dai Sujia Wang Xiangwei Shen Jiwen Lu Jie Zhou Yansong Tang 145 44 0 07 Apr 2024
On the Equivalency, Substitutability, and Flexibility of Synthetic Data Che-Jui Chang Danrui Li Seonghyeon Moon Mubbasir Kapadia 166 5 0 24 Mar 2024
Spatio-Temporal Proximity-Aware Dual-Path Model for Panoramic Activity Recognition Sumin Lee Yooseung Wang Sangmin Woo Changick Kim 113 2 0 21 Mar 2024
Learning Group Activity Features Through Person Attribute Prediction Chihiro Nakatani Hiroaki Kawashima Norimichi Ukita 123 2 0 05 Mar 2024
Group Activity Recognition using Unreliable Tracked Pose Haritha Thilakarathne Aiden Nibali Zhen He Stuart Morgan 102 5 0 06 Jan 2024
Towards More Practical Group Activity Detection: A New Benchmark and ModelEuropean Conference on Computer Vision (ECCV), 2023 Dongkeun Kim Youngkil Song Minsu Cho Suha Kwak 136 9 0 05 Dec 2023
REACT: Recognize Every Action Everywhere All At OnceMachine Vision and Applications (MVA), 2023 N. V. R. Chappa Pha Nguyen P. Dobbs Khoa Luu 144 6 0 27 Nov 2023
Fuse It or Lose It: Deep Fusion for Multimodal Simulation-Based Inference Marvin Schmitt Stefan T. Radev Paul-Christian Bürkner 243 5 0 17 Nov 2023
Modality-aware Transformer for Financial Time series ForecastingInternational Conference on AI in Finance (ICAF), 2023 Hajar Emami Xuan-Hong Dang Yousaf Shah Petros Zerfos AI4TS 104 9 0 02 Oct 2023
SkeleTR: Towrads Skeleton-based Action Recognition in the Wild Haodong Duan Mingze Xu Bing Shuai Davide Modolo Zhuowen Tu Joseph Tighe Alessandro Bergamo ViT 145 1 0 20 Sep 2023
Interaction-aware Joint Attention Estimation Using People AttributesIEEE International Conference on Computer Vision (ICCV), 2023 Chihiro Nakatani Hiroaki Kawashima Norimichi Ukita ViT 103 6 0 10 Aug 2023
Group Activity Recognition in Computer Vision: A Comprehensive Review, Challenges, and Future Perspectives C. Wang A. Mohamed 157 3 0 25 Jul 2023
Actor-agnostic Multi-label Action Recognition with Multi-modal Query Anindya Mondal Sauradip Nag J. Prada Xiatian Zhu Anjan Dutta 143 14 0 20 Jul 2023
A Survey of Deep Learning in Sports Applications: Perception, Comprehension, and DecisionIEEE Transactions on Visualization and Computer Graphics (TVCG), 2023 Zhonghan Zhao Wenhao Chai Shengyu Hao Wenhao Hu Guanhong Wang Shidong Cao Min-Gyoo Song Lei Li Gaoang Wang 230 23 0 07 Jul 2023
M3Act: Learning from Synthetic Human Group ActivitiesComputer Vision and Pattern Recognition (CVPR), 2023 Che-Jui Chang Danrui Li Aditya Bhat Parth Goel Honglu Zhou Seonghyeon Moon Samuel S. Sohn Sejong Yoon Vladimir Pavlovic Mubbasir Kapadia DiffM 260 6 0 29 Jun 2023
Learning Higher-order Object Interactions for Keypoint-based Video Understanding Yi Huang Asim Kadav Farley Lai Deep Patel H. Graf 93 1 0 16 May 2023
Group Activity Recognition via Dynamic Composition and Interaction Youliang Zhang Zhuo Zhou Wenxuan Liu Danni Xu Zheng Wang 97 3 0 09 May 2023
SoGAR: Self-supervised Spatiotemporal Attention-based Social Group Activity RecognitionIEEE Access (IEEE Access), 2023 N. V. R. Chappa Pha Nguyen Alec Nelson Han-Seok Seo Xin Li P. Dobbs Khoa Luu ViT 134 9 0 27 Apr 2023
MLP-AIR: An Efficient MLP-Based Method for Actor Interaction Relation Learning in Group Activity Recognition Guoliang Xu Jianqin Yin 93 1 0 18 Apr 2023
CycleACR: Cycle Modeling of Actor-Context Relations for Video Action DetectionIEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2023 Lei Chen Zhan Tong Yibing Song Gangshan Wu Limin Wang 91 3 0 28 Mar 2023
DECOMPL: Decompositional Learning with Attention Pooling for Group Activity Recognition from a Single Volleyball ImageInternational Conference on Information Photonics (ICIP), 2023 Berker Demirel Huseyin Ozkan 135 6 0 11 Mar 2023
SPARTAN: Self-supervised Spatiotemporal Transformers Approach to Group Activity Recognition N. V. R. Chappa Pha Nguyen Alec Nelson Han-Seok Seo Xin Li P. Dobbs Khoa Luu ViT 154 19 0 06 Mar 2023
Knowledge Augmented Relation Inference for Group Activity Recognition Xianglong Lang Zhuming Wang Zun Li Meng-Syue Tian Ge Shi Lifang Wu Liang Wang 115 5 0 28 Feb 2023
Transformadores: Fundamentos teoricos y Aplicaciones J. D. L. Torre 240 0 0 18 Feb 2023
$Optical Flow Estimation in 360$^\circ$ Videos: Dataset, Model and Application$ Optical Flow Estimation in 360 $^\circ$ Videos: Dataset, Model and Application Bin Duan Keshav Bhandari Gaowen Liu Yan Yan 86 0 0 27 Jan 2023
Video Semantic Segmentation with Inter-Frame Feature Fusion and Inner-Frame Feature Refinement Jiafan Zhuang Zilei Wang Junjie Li VOS 181 3 0 10 Jan 2023
Monocular BEV Perception of Road Scenes via Front-to-Top View ProjectionIEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2022 Wenxi Liu Qi Li Weixiang Yang Jiaxin Cai Yuanlong Yu Yuexin Ma Shengfeng He Jianxiong Pan 136 4 0 15 Nov 2022
On the Learning Mechanisms in Physical ReasoningNeural Information Processing Systems (NeurIPS), 2022 Shiqian Li Ke Wu Fangqiu Yi Yixin Zhu AI4CE 174 17 0 05 Oct 2022
Vision Transformers for Action Recognition: A Survey Anwaar Ulhaq Naveed Akhtar Ganna Pogrebna Lin Wang ViT 141 59 0 13 Sep 2022
Pose Uncertainty Aware Movement Synchrony Estimation via Spatial-Temporal Graph TransformerInternational Conference on Multimodal Interaction (ICMI), 2022 Jicheng Li Anjana Bhat R. Barmaki ViT 123 5 0 01 Aug 2022