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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"

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Title
A Novel Convolution and Attention Mechanism-based Model for 6D Object Pose Estimation Alexander Du Yingwu Zhu 3DPC 251 0 0 31 Dec 2024
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 300 1 0 31 Dec 2024
Modality-Aware Shot Relating and Comparing for Video Scene DetectionAAAI Conference on Artificial Intelligence (AAAI), 2024 Jiawei Tan Hongxing Wang Kang Dang Jiaxin Li Zhilong Ou 179 0 0 23 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 503 2 0 21 Dec 2024
SCENIC: Scene-aware Semantic Navigation with Instruction-guided Control Xiaohan Zhang Sebastian Starke Vladimir Guzov Zhensong Zhang Eduardo Pérez-Pellitero Gerard Pons-Moll DiffM VGen 303 9 0 20 Dec 2024
Understanding Emotional Body Expressions via Large Language ModelsAAAI Conference on Artificial Intelligence (AAAI), 2024 Haifeng Lu Jiuyi Chen Feng Liang Zhuliang Yu Runhao Zeng Xiping Hu 253 7 0 17 Dec 2024
Designing Semi-Structured Pruning of Graph Convolutional Networks for Skeleton-based Recognition Hichem Sahbi CVBM 229 0 0 16 Dec 2024
Motif Guided Graph Transformer with Combinatorial Skeleton Prototype Learning for Skeleton-Based Person Re-Identification Haocong Rao Chunyan Miao 402 1 0 12 Dec 2024
SkelMamba: A State Space Model for Efficient Skeleton Action Recognition of Neurological Disorders N. Martinel Mariano Serrao C. Micheloni 272 3 0 29 Nov 2024
VLM-HOI: Vision Language Models for Interpretable Human-Object Interaction Analysis Donggoo Kang Dasol Jeong Hyunmin Lee Sangwoo Park Hasil Park Sunkyu Kwon Yeongjoon Kim Joonki Paik MLLM VLM 320 1 0 27 Nov 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 527 4 0 22 Nov 2024
X as Supervision: Contending with Depth Ambiguity in Unsupervised Monocular 3D Pose Estimation Yuchen Yang Xuanyi Liu Xing Gao Zhihang Zhong Xingwu Sun 300 0 0 20 Nov 2024
Bridging the Skeleton-Text Modality Gap: Diffusion-Powered Modality Alignment for Zero-shot Skeleton-based Action Recognition Jeonghyeok Do Munchurl Kim 581 1 0 16 Nov 2024
DiVR: incorporating context from diverse VR scenes for human trajectory prediction Franz Franco Gallo Hui-Yin Wu L. Sassatelli 203 3 0 13 Nov 2024
Extended multi-stream temporal-attention module for skeleton-based human action recognition (HAR)Computers in Human Behavior (CHB), 2024 Faisal Mehmood Xin Guo Enqing Chen Muhammad Azeem Akbar A. Khan Sami Ullah 286 8 0 10 Nov 2024
DanceFusion: A Spatio-Temporal Skeleton Diffusion Transformer for Audio-Driven Dance Motion Reconstruction Li Zhao Zhengmin Lu VGen 193 0 0 07 Nov 2024
AM Flow: Adapters for Temporal Processing in Action Recognition Tanay Agrawal Abid Ali A. Dantcheva François Brémond 230 0 0 04 Nov 2024
Multi-Channel Hypergraph Contrastive Learning for Matrix Completion Xiang Li Changsheng Shui Yanwei Yu Chao Huang Zhongying Zhao 269 0 0 02 Nov 2024
Human Action Recognition (HAR) Using Skeleton-based Spatial Temporal Relative Transformer Network: ST-RTR Faisal Mehmood Enqing Chen Touqeer Abbas Samah M. Alzanin 261 1 0 31 Oct 2024
Recovering Complete Actions for Cross-dataset Skeleton Action RecognitionNeural Information Processing Systems (NeurIPS), 2024 Hanchao Liu Yujiang Li Tai-Jiang Mu Shi-Min Hu 208 2 0 31 Oct 2024
AtGCN: A Graph Convolutional Network For Ataxic Gait Detection Karan Bania Tanmay Verlekar 109 2 0 30 Oct 2024
Idempotent Unsupervised Representation Learning for Skeleton-Based Action RecognitionEuropean Conference on Computer Vision (ECCV), 2024 Lilang Lin Lehong Wu Jiahang Zhang Jiaying Liu 294 8 0 27 Oct 2024
MM-WLAuslan: Multi-View Multi-Modal Word-Level Australian Sign Language Recognition DatasetNeural Information Processing Systems (NeurIPS), 2024 Xin Shen Heming Du Hongwei Sheng Shuyun Wang Hui Chen ... Xiaobiao Du Shuyun Wang Ruihan Lu Qingzheng Xu Xin Yu SLR 172 12 0 25 Oct 2024
Geometric Graph Neural Network Modeling of Human Interactions in Crowded EnvironmentsIFAC-PapersOnLine (IFAC-PapersOnLine), 2024 Sara Honarvar Yancy Diaz-Mercado 113 1 0 22 Oct 2024
UniMTS: Unified Pre-training for Motion Time SeriesNeural Information Processing Systems (NeurIPS), 2024 Xiyuan Zhang Diyan Teng Ranak Roy Chowdhury Shuheng Li Dezhi Hong Rajesh K. Gupta Jingbo Shang AI4TS 214 17 0 18 Oct 2024
Understanding Human Activity with Uncertainty Measure for Novelty in Graph Convolutional Networks Hao Xing Darius Burschka 158 4 0 10 Oct 2024
Understanding Spatio-Temporal Relations in Human-Object Interaction using Pyramid Graph Convolutional NetworkIEEE/RJS International Conference on Intelligent RObots and Systems (IROS), 2022 Hao Xing Darius Burschka 224 18 0 10 Oct 2024
ELMO: Enhanced Real-time LiDAR Motion Capture through UpsamplingACM Transactions on Graphics (TOG), 2024 Deok-Kyeong Jang Dongseok Yang Deok-Yun Jang Byeoli Choi Donghoon Shin Sung-Hee Lee 204 2 0 09 Oct 2024
Language-Assisted Human Part Motion Learning for Skeleton-Based Temporal Action Segmentation Bowen Chen Haoyu Ji Zhiyong Wang Benjamin Filtjens C. Wang Weihong Ren Bart Vanrumste Honghai Liu 218 1 0 08 Oct 2024
Studying and Mitigating Biases in Sign Language Understanding ModelsConference on Empirical Methods in Natural Language Processing (EMNLP), 2024 Katherine Atwell Danielle Bragg Malihe Alikhani 232 2 0 07 Oct 2024
Learnable Expansion of Graph Operators for Multi-Modal Feature FusionInternational Conference on Learning Representations (ICLR), 2024 Dexuan Ding Lei Wang Liyun Zhu Tom Gedeon Piotr Koniusz 393 15 0 02 Oct 2024
STGformer: Efficient Spatiotemporal Graph Transformer for Traffic Forecasting Hongjun Wang Jiyuan Chen Tong Pan Zheng Dong Lingyu Zhang Renhe Jiang Xuan Song AI4TS GNN 261 9 0 01 Oct 2024
Robust Traffic Forecasting against Spatial Shift over Years Hongjun Wang Jiyuan Chen Tong Pan Zheng Dong Lingyu Zhang Renhe Jiang Xuan Song AI4TS OOD 178 3 0 01 Oct 2024
GTransPDM: A Graph-embedded Transformer with Positional Decoupling for Pedestrian Crossing Intention PredictionIEEE Signal Processing Letters (SPL), 2024 Chen Xie Ciyun Lin Xiaoyu Zheng Bowen Gong Dayong Wu ViT 366 5 0 30 Sep 2024
Physics Augmented Tuple Transformer for Autism Severity Level DetectionIEEE Sensors Journal (IEEE Sens. J.), 2024 Chinthaka Ranasingha Harshala Gammulle Tharindu Fernando Sridha Sridharan Clinton Fookes 158 0 0 27 Sep 2024
EgoLM: Multi-Modal Language Model of Egocentric MotionsComputer Vision and Pattern Recognition (CVPR), 2024 Fangzhou Hong Vladimir Guzov Hyo Jin Kim Yuting Ye Richard Newcombe Ziwei Liu Lingni Ma 166 12 0 26 Sep 2024
A vision-based framework for human behavior understanding in industrial assembly lines Konstantinos Papoutsakis Nikolaos Bakalos Konstantinos Fragkoulis Athena Zacharia Georgia Kapetadimitri Maria Pateraki 222 3 0 25 Sep 2024
Zero-Shot Skeleton-based Action Recognition with Dual Visual-Text AlignmentPattern Recognition (Pattern Recogn.), 2024 Jidong Kuang Hongsong Wang Chaolei Han Yang Zhang Jie Gui 301 3 0 22 Sep 2024
Benchmarking Reliability of Deep Learning Models for Pathological Gait ClassificationMachine Learning in Health Care (MLHC), 2024 Abhishek Jaiswal Nisheeth Srivastava 197 2 0 20 Sep 2024
RoMo: A Robust Solver for Full-body Unlabeled Optical Motion CaptureACM SIGGRAPH Conference and Exhibition on Computer Graphics and Interactive Techniques in Asia (SIGGRAPH Asia), 2024 Xiaoyu Pan Bowen Zheng Xinwei Jiang Zijiao Zeng Qilong Kou He Wang Xiaogang Jin 202 2 0 18 Sep 2024
ReL-SAR: Representation Learning for Skeleton Action Recognition with Convolutional Transformers and BYOLInternational Conference on Machine Learning and Applications (ICMLA), 2024 Safwen Naimi W. Bouachir Guillaume-Alexandre Bilodeau ViT 193 3 0 09 Sep 2024
Unveiling Context-Related Anomalies: Knowledge Graph Empowered Decoupling of Scene and Action for Human-Related Video Anomaly Detection Chenglizhao Chen Xinyu Liu Mengke Song Luming Li Xu Yu Shanchen Pang 249 0 0 05 Sep 2024
Learning Co-Speech Gesture Representations in Dialogue through Contrastive Learning: An Intrinsic EvaluationInternational Conference on Multimodal Interaction (ICMI), 2024 E. Ghaleb Bulat Khaertdinov Wim Pouw Marlou Rasenberg Judith Holler Aslı Özyürek Raquel Fernández SSL 183 2 0 31 Aug 2024
ToddlerAct: A Toddler Action Recognition Dataset for Gross Motor Development Assessment Hsiang-Wei Huang Jiacheng Sun Cheng-Yen Yang Zhongyu Jiang Li-Yu Huang Lei Li Yu-Ching Yeh 146 0 0 31 Aug 2024
GMFL-Net: A Global Multi-geometric Feature Learning Network for Repetitive Action Counting Jun Li Jinying Wu Qiming Li Feifei Guo 275 1 0 31 Aug 2024
LangPose: Language-Aligned Motion for Robust 3D Human Pose Estimation Longyun Liao Rong Zheng 3DH 474 0 0 31 Aug 2024
Empowering Sign Language Communication: Integrating Sentiment and Semantics for Facial Expression SynthesisComputers & graphics (CG), 2024 Rafael Azevedo Thiago M. Coutinho Joao Klock Ferreira Thiago L. Gomes Erickson R. Nascimento SLR 179 8 0 27 Aug 2024
Bengali Sign Language Recognition through Hand Pose Estimation using Multi-Branch Spatial-Temporal Attention Model Abu Saleh Musa Miah Md. Al-Hasan Md Hadiuzzaman Muhammad Nazrul Islam Jungpil Shin SLR 154 0 0 26 Aug 2024
Hierarchical Network Fusion for Multi-Modal Electron Micrograph Representation Learning with Foundational Large Language Models Sakhinana Sagar Srinivas Geethan Sannidhi Venkataramana Runkana 267 0 0 24 Aug 2024
HabitAction: A Video Dataset for Human Habitual Behavior Recognition Hongwu Li Zhenliang Zhang Wei Wang 175 1 0 24 Aug 2024