Disentangling and Unifying Graph Convolutions for Skeleton-Based Action Recognition

31 March 2020

Ziyu Liu

Hongwen Zhang

Zhenghao Chen

Zhiyong Wang

Wanli Ouyang

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Papers citing "Disentangling and Unifying Graph Convolutions for Skeleton-Based Action Recognition"

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Title
Are Spatial-Temporal Graph Convolution Networks for Human Action Recognition Over-Parameterized? Jianyang Xie Yitian Zhao Y. Meng He Zhao Anh Nguyen Yalin Zheng 17 0 0 15 May 2025
Robust Understanding of Human-Robot Social Interactions through Multimodal Distillation Tongfei Bian Mathieu Chollet T. Guha 31 0 0 06 May 2025
CoCoDiff: Diversifying Skeleton Action Features via Coarse-Fine Text-Co-Guided Latent Diffusion Zhifu Zhao Hanyang Hua J. Li Shaoxin Wu Fu Li Yangtao Zhou Yang Li DiffM 68 0 0 30 Apr 2025
SkeletonX: Data-Efficient Skeleton-based Action Recognition via Cross-sample Feature Aggregation Zongye Zhang Wenrui Cai Qingjie Liu Yunhong Wang 32 0 0 16 Apr 2025
Modeling Human Skeleton Joint Dynamics for Fall Detection Sania Zahan Ghulam Mubashar Hassan Ajmal Saeed Mian 3DH 53 2 0 10 Mar 2025
SDFA: Structure Aware Discriminative Feature Aggregation for Efficient Human Fall Detection in Video Sania Zahan Ghulam Mubashar Hassan Ajmal Saeed Mian 57 12 0 10 Mar 2025
Jointly Understand Your Command and Intention:Reciprocal Co-Evolution between Scene-Aware 3D Human Motion Synthesis and Analysis Xuehao Gao Yang Yang Shaoyi Du Guo-Jun Qi Junwei Han 41 1 0 01 Mar 2025
Balanced Representation Learning for Long-tailed Skeleton-based Action Recognition Hongda Liu Yunlong Wang Min Ren Junxing Hu Zhengquan Luo Guangqi Hou Zhe Sun 53 0 0 24 Feb 2025
MoFM: A Large-Scale Human Motion Foundation Model Mohammadreza Baharani Ghazal Alinezhad Noghre Armin Danesh Pazho Gabriel Maldonado Hamed Tabkhi AI4CE 152 1 0 08 Feb 2025
Evolving Skeletons: Motion Dynamics in Action Recognition Jushang Qiu Lei Wang 50 0 0 05 Jan 2025
CHASE: Learning Convex Hull Adaptive Shift for Skeleton-based Multi-Entity Action Recognition Yuhang Wen Mengyuan Liu Songtao Wu Beichen Ding 45 0 0 31 Dec 2024
Interact with me: Joint Egocentric Forecasting of Intent to Interact, Attitude and Social Actions Tongfei Bian Yiming Ma Mathieu Chollet Victor Sanchez T. Guha EgoV 97 1 0 21 Dec 2024
Adaptive Hyper-Graph Convolution Network for Skeleton-based Human Action Recognition with Virtual Connections Youwei Zhou Tianyang Xu Cong Wu Xiaojun Wu J. Kittler 3DH 78 0 0 22 Nov 2024
TDSM: Triplet Diffusion for Skeleton-Text Matching in Zero-Shot Action Recognition Jeonghyeok Do Munchurl Kim 49 1 0 16 Nov 2024
GMFL-Net: A Global Multi-geometric Feature Learning Network for Repetitive Action Counting Jun Li Jinying Wu Qiming Li Feifei Guo 39 0 0 31 Aug 2024
EPAM-Net: An Efficient Pose-driven Attention-guided Multimodal Network for Video Action Recognition Ahmed Abdelkawy Asem A. Ali Aly A. Farag 3DPC 28 0 0 10 Aug 2024
MMAD: Multi-label Micro-Action Detection in Videos Kun Li Pengyu Liu Pengyu Liu Guoliang Chen Zhiliang Wu Hehe Fan Meng Wang 44 7 0 07 Jul 2024
Enhancing Micro Gesture Recognition for Emotion Understanding via Context-aware Visual-Text Contrastive Learning Deng Li Bohao Xing Xin Liu 37 5 0 03 May 2024
On the Utility of 3D Hand Poses for Action Recognition Md Salman Shamil Dibyadip Chatterjee Fadime Sener Shugao Ma Angela Yao 40 5 0 14 Mar 2024
Unsupervised Motion Retargeting for Human-Robot Imitation Aleksa Marusic A. Tapus S. Nguyen 23 10 0 18 Jan 2024
GCNext: Towards the Unity of Graph Convolutions for Human Motion Prediction Xinshun Wang Qiongjie Cui Cheng Chen Mengyuan Liu 3DH 34 10 0 19 Dec 2023
DVANet: Disentangling View and Action Features for Multi-View Action Recognition Nyle Siddiqui Praveen Tirupattur Mubarak Shah ViT 31 18 0 10 Dec 2023
A Graph-Based Approach for Category-Agnostic Pose Estimation Or Hirschorn S. Avidan 25 10 0 29 Nov 2023
ORTexME: Occlusion-Robust Human Shape and Pose via Temporal Average Texture and Mesh Encoding Yu Cheng Bo Wang R. Tan 3DH 34 0 0 21 Sep 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 35 1 0 20 Sep 2023
Vision-Based Human Pose Estimation via Deep Learning: A Survey Gongjin Lan Yuehua Wu Fei Hu Qi Hao 3DH 36 44 0 26 Aug 2023
Towards Privacy-Supporting Fall Detection via Deep Unsupervised RGB2Depth Adaptation Hejun Xiao Kunyu Peng Xiangsheng Huang Alina Roitberg Hao Li Zhao Wang Rainer Stiefelhagen 18 3 0 23 Aug 2023
Learnt Contrastive Concept Embeddings for Sign Recognition Ryan Wong Necati Cihan Camgöz Richard Bowden 29 5 0 18 Aug 2023
Measuring Student Behavioral Engagement using Histogram of Actions Ahmed Abdelkawy Islam Alkabbany Asem A. Ali Aly A. Farag Chris Foreman Thomas Tretter Nicholas Hindy 18 0 0 18 Jul 2023
Interactive Spatiotemporal Token Attention Network for Skeleton-based General Interactive Action Recognition Yuhang Wen Zixuan Tang Yunsheng Pang Beichen Ding Mengyuan Liu 26 21 0 14 Jul 2023
SpATr: MoCap 3D Human Action Recognition based on Spiral Auto-encoder and Transformer Network Hamza Bouzid Lahoucine Ballihi ViT 3DH 22 2 0 30 Jun 2023
FSAR: Federated Skeleton-based Action Recognition with Adaptive Topology Structure and Knowledge Distillation Jingwen Guo Hong Liu Shitong Sun Tianyu Guo M. Zhang Chenyang Si 41 3 0 19 Jun 2023
Overcoming Topology Agnosticism: Enhancing Skeleton-Based Action Recognition through Redefined Skeletal Topology Awareness Yuxuan Zhou Zhi-Qi Cheng Ju He Bin Luo Yifeng Geng Xuansong Xie 29 11 0 19 May 2023
Learning Higher-order Object Interactions for Keypoint-based Video Understanding Yi Huang Asim Kadav Farley Lai Deep Patel H. Graf 15 1 0 16 May 2023
Is end-to-end learning enough for fitness activity recognition? Antoine Mercier Guillaume Berger Sunny Panchal Florian Letsch Cornelius Boehm Nahua Kang Ingo Bax Roland Memisevic 23 2 0 14 May 2023
AssemblyHands: Towards Egocentric Activity Understanding via 3D Hand Pose Estimation Takehiko Ohkawa Kun He Fadime Sener Tomás Hodan Luan Tran Cem Keskin 24 38 0 24 Apr 2023
TSGCNeXt: Dynamic-Static Multi-Graph Convolution for Efficient Skeleton-Based Action Recognition with Long-term Learning Potential Dongjingdin Liu Pengpeng Chen Miao Yao Yijingxiu Lu Zijie Cai Yuxin Tian 27 7 0 23 Apr 2023
Human Gesture and Gait Analysis for Autism Detection Sania Zahan Syed Zulqarnain Gilani Ghulam Mubashar Hassan Ajmal Saeed Mian 16 7 0 17 Apr 2023
Skeleton-based action analysis for ADHD diagnosis Yichun Li Yi Li R. Nair S. M. Naqvi 17 2 0 14 Apr 2023
OO-dMVMT: A Deep Multi-view Multi-task Classification Framework for Real-time 3D Hand Gesture Classification and Segmentation Federico Cunico Federico Girella Andrea Avogaro Marco Emporio Andrea Giachetti Marco Cristani 21 6 0 12 Apr 2023
Token Boosting for Robust Self-Supervised Visual Transformer Pre-training Tianjiao Li Lin Geng Foo Ping Hu Xindi Shang Hossein Rahmani Zehuan Yuan Xiaozhong Liu 40 7 0 09 Apr 2023
STMT: A Spatial-Temporal Mesh Transformer for MoCap-Based Action Recognition Xiaoyu Zhu Po-Yao (Bernie) Huang Junwei Liang Celso M. de Melo Alexander G. Hauptmann 32 12 0 31 Mar 2023
3Mformer: Multi-order Multi-mode Transformer for Skeletal Action Recognition Lei Wang Piotr Koniusz ViT 28 45 0 25 Mar 2023
Learning Discriminative Representations for Skeleton Based Action Recognition Huanyu Zhou Qingjie Liu Yunhong Wang 29 70 0 07 Mar 2023
Spatiotemporal Decouple-and-Squeeze Contrastive Learning for Semi-Supervised Skeleton-based Action Recognition Binqian Xu Xiangbo Shu 15 55 0 05 Feb 2023
Skeleton-based Action Recognition through Contrasting Two-Stream Spatial-Temporal Networks Chen Pang Xuequan Lu Lei Lyu 36 20 0 27 Jan 2023
Hierarchical Consistent Contrastive Learning for Skeleton-Based Action Recognition with Growing Augmentations Jiahang Zhang Lilang Lin Jiaying Liu 20 46 0 24 Nov 2022
Understanding the Vulnerability of Skeleton-based Human Activity Recognition via Black-box Attack Yunfeng Diao He-Nan Wang Tianjia Shao Yong-Liang Yang Kun Zhou David C. Hogg Meng Wang AAML 40 6 0 21 Nov 2022
Normalizing Flows for Human Pose Anomaly Detection Or Hirschorn S. Avidan 3DH 19 46 0 20 Nov 2022
Hypergraph Transformer for Skeleton-based Action Recognition Yuxuan Zhou Zhi-Qi Cheng Chong Li Yanwen Fang Yifeng Geng Xuansong Xie M. Keuper ViT 32 52 0 17 Nov 2022