GroupFormer: Group Activity Recognition with Clustered Spatial-Temporal Transformer

28 August 2021

Papers citing "GroupFormer: Group Activity Recognition with Clustered Spatial-Temporal Transformer"

49 / 49 papers shown

Title
PromptGAR: Flexible Promptive Group Activity Recognition Zhangyu Jin Andrew Feng Ankur Chemburkar Celso M. De Melo VLM 39 0 0 11 Mar 2025
SGA-INTERACT: A 3D Skeleton-based Benchmark for Group Activity Understanding in Modern Basketball Tactic Y. Yang Wei Wang Yifei Liu Linfeng Dong Hao Wu Mingxin Zhang Zhihang Zhong Xiao-Fu Sun 46 1 0 09 Mar 2025
CHASE: Learning Convex Hull Adaptive Shift for Skeleton-based Multi-Entity Action Recognition Yuhang Wen Mengyuan Liu Songtao Wu Beichen Ding 33 0 0 31 Dec 2024
LiGAR: LiDAR-Guided Hierarchical Transformer for Multi-Modal Group Activity Recognition N. V. R. Chappa Khoa Luu 27 1 0 28 Oct 2024
MPT-PAR:Mix-Parameters Transformer for Panoramic Activity Recognition Wenqing Gan Yaoyu Li Jian Li Zhangang Lin ViT 27 0 0 01 Aug 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 28 0 0 29 Jul 2024
Skeleton-based Group Activity Recognition via Spatial-Temporal Panoramic Graph Zheng Li Xinle Chang Yueran Li Jingyong Su 32 0 0 28 Jul 2024
Self-supervised Multi-actor Social Activity Understanding in Streaming Videos Shubham Trehan Sathyanarayanan N. Aakur 25 0 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 20 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 30 9 0 22 May 2024
Design and Analysis of Efficient Attention in Transformers for Social Group Activity Recognition Masato Tamura 19 2 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 42 25 0 07 Apr 2024
Spatio-Temporal Proximity-Aware Dual-Path Model for Panoramic Activity Recognition Sumin Lee Yooseung Wang Sangmin Woo Changick Kim 24 0 0 21 Mar 2024
DiPrompT: Disentangled Prompt Tuning for Multiple Latent Domain Generalization in Federated Learning Sikai Bai Jiewei Zhang Shuaicheng Li Song Guo Jingcai Guo Jun Hou Tao Han Xiaocheng Lu FedML 19 14 0 11 Mar 2024
Learning Group Activity Features Through Person Attribute Prediction Chihiro Nakatani Hiroaki Kawashima Norimichi Ukita 17 0 0 05 Mar 2024
Sports-QA: A Large-Scale Video Question Answering Benchmark for Complex and Professional Sports Haopeng Li Andong Deng Qiuhong Ke Jun Liu Hossein Rahmani Yulan Guo Mohammed Bennamoun Chen Chen 34 17 0 03 Jan 2024
Towards Enhanced Human Activity Recognition through Natural Language Generation and Pose Estimation Nikhil Kashyap Manas Satish Bedmutha Prerit Chaudhary Brian Wood Wanda Pratt Janice Sabin Andrea Hartzler Nadir Weibel 11 0 0 12 Dec 2023
Towards More Practical Group Activity Detection: A New Benchmark and Model Dongkeun Kim Youngkil Song Minsu Cho Suha Kwak 15 2 0 05 Dec 2023
REACT: Recognize Every Action Everywhere All At Once N. V. R. Chappa Pha Nguyen P. Dobbs Khoa Luu 24 6 0 27 Nov 2023
Interaction-aware Joint Attention Estimation Using People Attributes Chihiro Nakatani Hiroaki Kawashima Norimichi Ukita ViT 13 6 0 10 Aug 2023
Combating Data Imbalances in Federated Semi-supervised Learning with Dual Regulators Sikai Bai Shuaicheng Li Weiming Zhuang Jie M. Zhang Song Guo Kunlin Yang Jun Hou Shuai Zhang Junyu Gao Shuai Yi FedML 8 6 0 11 Jul 2023
A Survey of Deep Learning in Sports Applications: Perception, Comprehension, and Decision Zhonghan Zhao Wenhao Chai Shengyu Hao Wenhao Hu Guanhong Wang Shidong Cao Min-Gyoo Song Jenq-Neng Hwang Gaoang Wang 27 11 0 07 Jul 2023
Long-term Wind Power Forecasting with Hierarchical Spatial-Temporal Transformer Yang Zhang Lingbo Liu Xinyu Xiong Guanbin Li Guoli Wang Liang Lin AI4TS 11 4 0 30 May 2023
Cheating off your neighbors: Improving activity recognition through corroboration Haoxiang Yu Jingyi An Evan King Edison Thomaz Christine Julien 24 0 0 27 May 2023
Group Activity Recognition via Dynamic Composition and Interaction Youliang Zhang Zhuo Zhou Wenxuan Liu Danni Xu Zheng Wang 17 0 0 09 May 2023
SoGAR: Self-supervised Spatiotemporal Attention-based Social Group Activity Recognition N. V. R. Chappa Pha Nguyen Alec Nelson Han-Seok Seo Xin Li P. Dobbs Khoa Luu ViT 21 8 0 27 Apr 2023
MLP-AIR: An Efficient MLP-Based Method for Actor Interaction Relation Learning in Group Activity Recognition Guoliang Xu Jianqin Yin 11 1 0 18 Apr 2023
DECOMPL: Decompositional Learning with Attention Pooling for Group Activity Recognition from a Single Volleyball Image Berker Demirel Huseyin Ozkan 21 2 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 40 15 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 8 3 0 28 Feb 2023
RNTrajRec: Road Network Enhanced Trajectory Recovery with Spatial-Temporal Transformer Yuqi Chen Hanyuan Zhang Weiwei Sun B. Zheng 17 37 0 23 Nov 2022
EvolveHypergraph: Group-Aware Dynamic Relational Reasoning for Trajectory Prediction Jiachen Li Chuanbo Hua Jinkyoo Park Hengbo Ma Victoria M. Dax Mykel J. Kochenderfer 23 7 0 10 Aug 2022
Hunting Group Clues with Transformers for Social Group Activity Recognition Masato Tamura Rahul Vishwakarma Ravigopal Vennelakanti 24 23 0 12 Jul 2022
Probing Visual-Audio Representation for Video Highlight Detection via Hard-Pairs Guided Contrastive Learning Shuaicheng Li Feng Zhang Kunlin Yang Lin-Na Liu Shinan Liu Jun Hou Shuai Yi 32 8 0 21 Jun 2022
Pyramid Region-based Slot Attention Network for Temporal Action Proposal Generation Shuaicheng Li Feng Zhang Ruiwei Zhao Rui Feng Kunlin Yang Lin-Na Liu Jun Hou ViT 15 5 0 21 Jun 2022
Seeing the forest and the tree: Building representations of both individual and collective dynamics with transformers Ran Liu Mehdi Azabou M. Dabagia Jingyun Xiao Eva L. Dyer AI4CE 24 19 0 10 Jun 2022
Dual-AI: Dual-path Actor Interaction Learning for Group Activity Recognition Mingfei Han David Junhao Zhang Yali Wang Rui Yan L. Yao Xiaojun Chang Yu Qiao 11 42 0 05 Apr 2022
Detector-Free Weakly Supervised Group Activity Recognition Dongkeun Kim Jin S. Lee Minsu Cho Suha Kwak ViT 15 32 0 05 Apr 2022
Delving Deep into One-Shot Skeleton-based Action Recognition with Diverse Occlusions Kunyu Peng Alina Roitberg Kailun Yang Jiaming Zhang Rainer Stiefelhagen ViT 16 27 0 23 Feb 2022
Video Transformers: A Survey Javier Selva A. S. Johansen Sergio Escalera Kamal Nasrollahi T. Moeslund Albert Clapés ViT 20 101 0 16 Jan 2022
COMPOSER: Compositional Reasoning of Group Activity in Videos with Keypoint-Only Modality Honglu Zhou Asim Kadav Aviv Shamsian Shijie Geng Farley Lai Long Zhao Tingxi Liu Mubbasir Kapadia H. Graf 11 22 0 11 Dec 2021
Road Network Guided Fine-Grained Urban Traffic Flow Inference Lingbo Liu Mengmeng Liu Guanbin Li Ziyi Wu Junfan Lin Liang Lin AI4TS 14 11 0 29 Sep 2021
Video Crowd Localization with Multi-focus Gaussian Neighborhood Attention and a Large-Scale Benchmark Haopeng Li Lingbo Liu Kunlin Yang Shinan Liu Junyuan Gao Bin Zhao Rui Zhang Jun Hou 26 11 0 19 Jul 2021
JRDB-Act: A Large-scale Dataset for Spatio-temporal Action, Social Group and Activity Detection Mahsa Ehsanpour F. Saleh Silvio Savarese Ian Reid Hamid Rezatofighi 20 40 0 16 Jun 2021
Actor-centered Representations for Action Localization in Streaming Videos Sathyanarayanan N. Aakur Sudeep Sarkar 19 3 0 29 Apr 2021
Is Space-Time Attention All You Need for Video Understanding? Gedas Bertasius Heng Wang Lorenzo Torresani ViT 278 1,939 0 09 Feb 2021
Human Action Recognition from Various Data Modalities: A Review Zehua Sun Qiuhong Ke Hossein Rahmani Mohammed Bennamoun Gang Wang Jun Liu MU 30 354 0 22 Dec 2020
Efficient Content-Based Sparse Attention with Routing Transformers Aurko Roy M. Saffar Ashish Vaswani David Grangier MoE 228 502 0 12 Mar 2020
Hierarchical Deep Temporal Models for Group Activity Recognition Mostafa S. Ibrahim S. Muralidharan Zhiwei Deng Arash Vahdat Greg Mori 73 441 0 09 Jul 2016