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Spatial Temporal Graph Convolutional Networks for Skeleton-Based Action Recognition

23 January 2018

Papers citing "Spatial Temporal Graph Convolutional Networks for Skeleton-Based Action Recognition"

50 / 1,279 papers shown

Title
Leveraging Foundation Model Automatic Data Augmentation Strategies and Skeletal Points for Hands Action Recognition in Industrial Assembly Lines Liang Wu X.-G. Ma 126 2 0 14 Mar 2024
BID: Boundary-Interior Decoding for Unsupervised Temporal Action Localization Pre-Trainin Qihang Fang Chengcheng Tang Shugao Ma Yanchao Yang 164 3 0 12 Mar 2024
Transformer-based Fusion of 2D-pose and Spatio-temporal Embeddings for Distracted Driver Action Recognition Erkut Akdag Zeqi Zhu Egor Bondarev Peter H. N. de With ViT 224 6 0 11 Mar 2024
MATRIX: Multi-Agent Trajectory Generation with Diverse ContextsIEEE International Conference on Robotics and Automation (ICRA), 2024 Zhuo Xu Rui Zhou Yida Yin Huidong Gao Masayoshi Tomizuka Jiachen Li 177 9 0 09 Mar 2024
Rehabilitation Exercise Quality Assessment through Supervised Contrastive Learning with Hard and Soft Negatives Mark Karlov Ali Abedi Shehroz S. Khan 174 9 0 05 Mar 2024
Attention-Propagation Network for Egocentric Heatmap to 3D Pose Lifting Taeho Kang Youngki Lee 3DH 177 8 0 28 Feb 2024
Beyond Spatio-Temporal Representations: Evolving Fourier Transform for Temporal Graphs Anson Bastos Kuldeep Singh Abhishek Nadgeri Manish Singh Toyotaro Suzumura 141 2 0 25 Feb 2024
MSPipe: Efficient Temporal GNN Training via Staleness-Aware Pipeline Guangming Sheng Junwei Su Chao Huang Chuan Wu 234 12 0 23 Feb 2024
CaT-GNN: Enhancing Credit Card Fraud Detection via Causal Temporal Graph Neural Networks Yifan Duan Guibin Zhang Shilong Wang Xiaojiang Peng Ziqi Wang Junyuan Mao Hao Wu Xinke Jiang Kun Wang 197 15 0 22 Feb 2024
Modeling 3D Infant Kinetics Using Adaptive Graph Convolutional Networks Daniel Holmberg Manu Airaksinen Viviana Marchi Andrea Guzzetta Anne-Lii H. Kivi L. Haataja S. Vanhatalo Teemu Roos 3DH 100 0 0 22 Feb 2024
From Movements to Metrics: Evaluating Explainable AI Methods in Skeleton-Based Human Activity Recognition Kimji N. Pellano Inga Strümke Espen Alexander F. Ihlen 206 12 0 20 Feb 2024
Structural Knowledge Informed Continual Multivariate Time Series Forecasting Zijie Pan Yushan Jiang Dongjin Song Sahil Garg Kashif Rasul Anderson Schneider Yuriy Nevmyvaka CLL AI4TS 176 4 0 20 Feb 2024
Boosting Semi-Supervised 2D Human Pose Estimation by Revisiting Data Augmentation and Consistency Training Huayi Zhou Mukun Luo Fei Jiang Yue Ding Hongtao Lu Kui Jia 394 0 0 18 Feb 2024
RPMixer: Shaking Up Time Series Forecasting with Random Projections for Large Spatial-Temporal Data Chin-Chia Michael Yeh Yujie Fan Xin Dai Uday Singh Saini Vivian Lai ... Huiyuan Chen Yan Zheng Zhongfang Zhuang Liang Wang Wei Zhang AI4TS 223 17 0 16 Feb 2024
TASER: Temporal Adaptive Sampling for Fast and Accurate Dynamic Graph Representation Learning Gangda Deng Hongkuan Zhou Hanqing Zeng Yinglong Xia Christopher Leung Jianbo Li Rajgopal Kannan Viktor Prasanna 227 3 0 08 Feb 2024
Meet JEANIE: a Similarity Measure for 3D Skeleton Sequences via Temporal-Viewpoint Alignment Lei Wang Jun Liu Liang Zheng Tom Gedeon Piotr Koniusz 237 18 0 07 Feb 2024
Attention-based Shape and Gait Representations Learning for Video-based Cloth-Changing Person Re-Identification Vuong D. Nguyen Samiha Mirza Pranav Mantini Shishir K. Shah CVBM 187 11 0 06 Feb 2024
Taylor Videos for Action RecognitionInternational Conference on Machine Learning (ICML), 2024 Lei Wang Xiuyuan Yuan Tom Gedeon Liang Zheng 481 13 0 05 Feb 2024
Learning Mutual Excitation for Hand-to-Hand and Human-to-Human Interaction Recognition Mengyuan Liu Chong Chen Songtao Wu Fanyang Meng Hong Liu 152 5 0 04 Feb 2024
Wavelet-Decoupling Contrastive Enhancement Network for Fine-Grained Skeleton-Based Action Recognition Haochen Chang Jing Chen Yilin Li Jixiang Chen Xiaofeng Zhang 179 10 0 03 Feb 2024
AutoGCN -- Towards Generic Human Activity Recognition with Neural Architecture Search Felix Tempel Inga Strümke Espen Alexander F. Ihlen 192 5 0 02 Feb 2024
Benchmarking Sensitivity of Continual Graph Learning for Skeleton-Based Action Recognition Wei Wei Tom De Schepper Kevin Mets 260 4 0 31 Jan 2024
Active Generation Network of Human Skeleton for Action Recognition Longzhao Liu Xin Wang Fangming Li Jiayu Chen GAN 245 1 0 30 Jan 2024
Unsupervised Spatial-Temporal Feature Enrichment and Fidelity Preservation Network for Skeleton based Action Recognition Chuankun Li Shuai Li Yanbo Gao Ping Chen Jian Li Wanqing Li 284 2 0 25 Jan 2024
Time-Aware Knowledge Representations of Dynamic Objects with Multidimensional PersistenceAAAI Conference on Artificial Intelligence (AAAI), 2024 Baris Coskunuzer I. Segovia-Dominguez Yuzhou Chen Yulia R. Gel AI4TS 106 8 0 24 Jan 2024
Full-Body Motion Reconstruction with Sparse Sensing from Graph PerspectiveAAAI Conference on Artificial Intelligence (AAAI), 2024 Feiyu Yao Zongkai Wu Li Yi 3DH 147 3 0 22 Jan 2024
Unsupervised Motion Retargeting for Human-Robot Imitation Aleksa Marusic A. Tapus S. Nguyen 147 11 0 18 Jan 2024
Collaboratively Self-supervised Video Representation Learning for Action RecognitionIEEE Transactions on Information Forensics and Security (IEEE TIFS), 2024 Jie Zhang Zhifan Wan Lanqing Hu Stephen Lin Shuzhe Wu Shiguang Shan TTA 339 2 0 15 Jan 2024
Improving Graph Convolutional Networks with Transformer Layer in social-based items recommendationInternational Conference on Knowledge and Systems Engineering (KSE), 2021 T. Hoang T. Pham Viet-Cuong Ta GNN 156 5 0 12 Jan 2024
Masked Attribute Description Embedding for Cloth-Changing Person Re-identificationIEEE transactions on multimedia (IEEE TMM), 2024 Chunlei Peng Boyu Wang Decheng Liu Nannan Wang Ruimin Hu Xinbo Gao CVBM 238 9 0 11 Jan 2024
A multimodal gesture recognition dataset for desktop human-computer interaction Qi Wang Fengchao Zhu Guangming Zhu Liang Zhang Ning Li Eryang Gao 189 0 0 08 Jan 2024
TimeGraphs: Graph-based Temporal Reasoning Paridhi Maheshwari Hongyu Ren Yanan Wang R. Sosič J. Leskovec AI4TS AI4CE 123 3 0 06 Jan 2024
Explore Human Parsing Modality for Action RecognitionCAAI Transactions on Intelligence Technology (CAAI-TIT), 2024 Jinfu Liu Runwei Ding Yuhang Wen Nan Dai Fanyang Meng Shen Zhao Mengyuan Liu 188 13 0 04 Jan 2024
Skeleton2vec: A Self-supervised Learning Framework with Contextualized Target Representations for Skeleton Sequence Ruizhuo Xu Linzhi Huang Mei Wang Jiani Hu Weihong Deng ViT MedIm 263 5 0 01 Jan 2024
A Two-stream Hybrid CNN-Transformer Network for Skeleton-based Human Interaction RecognitionChinese Conference on Pattern Recognition and Computer Vision (CPRCV), 2023 Ruoqi Yin Jianqin Yin ViT 172 8 0 31 Dec 2023
One-Shot Multi-Rate Pruning of Graph Convolutional Networks H. Sahbi 149 0 0 29 Dec 2023
Inter-X: Towards Versatile Human-Human Interaction Analysis Liang Xu Xintao Lv Manwen Liao Xin Jin Shuwen Wu ... Fengyun Rao Xingdong Sheng Yunhui Liu Wenjun Zeng Yunbo Wang 274 73 0 26 Dec 2023
Attention-aware Social Graph Transformer Networks for Stochastic Trajectory Prediction Yao Liu Binghao Li Xianzhi Wang Claude Sammut Lina Yao 317 17 0 26 Dec 2023
Pose-based Tremor Type and Level Analysis for Parkinson's Disease from Video Haozheng Zhang Edmond S. L. Ho Xiatian Zhang S. D. Din Hubert P. H. Shum OOD 123 3 0 21 Dec 2023
D-STGCNT: A Dense Spatio-Temporal Graph Conv-GRU Network based on transformer for assessment of patient physical rehabilitation Youssef Mourchid Rim Slama MedIm 293 23 0 21 Dec 2023
GCNext: Towards the Unity of Graph Convolutions for Human Motion Prediction Xinshun Wang Qiongjie Cui Chong Chen Mengyuan Liu 3DH 164 21 0 19 Dec 2023
Deep Learning Approaches for Seizure Video Analysis: A Review David Ahmedt-Aristizabal M. Armin Zeeshan Hayder Norberto Garcia-Cairasco Lars Petersson Clinton Fookes Akila Pemasiri A. McGonigal 327 37 0 18 Dec 2023
Spatial-Temporal DAG Convolutional Networks for End-to-End Joint Effective Connectivity Learning and Resting-State fMRI Classification Rui Yang Wenrui Dai H. She Yiping P. Du Dapeng Wu Hongkai Xiong 130 3 0 16 Dec 2023
Multi-perspective Feedback-attention Coupling Model for Continuous-time Dynamic Graphs Xiaobo Zhu Yan Wu Zhipeng Li Hailong Su Jin Che Zhanheng Chen Liying Wang 216 0 0 13 Dec 2023
Improving the Robustness of 3D Human Pose Estimation: A Benchmark and Learning from Noisy Input Trung-Hieu Hoang Mona Zehni Huy Phan Duc Minh Vo Minh N. Do 243 2 0 11 Dec 2023
Navigating Open Set Scenarios for Skeleton-based Action Recognition Kunyu Peng Cheng Yin Junwei Zheng Ruiping Liu David Schneider Kailai Li Kailun Yang M. Sarfraz Rainer Stiefelhagen Alina Roitberg 234 24 0 11 Dec 2023
A Decoupled Spatio-Temporal Framework for Skeleton-based Action Segmentation Yunheng Li Zhongyu Li Shanghua Gao Qilong Wang Qibin Hou Ming-Ming Cheng 175 10 0 10 Dec 2023
PULSAR: Graph based Positive Unlabeled Learning with Multi Stream Adaptive Convolutions for Parkinson's Disease Recognition Md Zarif Ul Alam Md. Saiful Islam Ehsan Hoque M. S. Rahman OOD 168 1 0 10 Dec 2023
A brief introduction to a framework named Multilevel Guidance-Exploration Network Guoqing Yang Zhiming Luo Jianzhe Gao Yingxin Lai Kun Yang Yifan He Shaozi Li 3DH 289 0 0 07 Dec 2023
Adaptive Dependency Learning Graph Neural Networks Abishek Sriramulu Nicolas Fourrier Christoph Bergmeir AI4TS AI4CE 183 27 0 06 Dec 2023