MSR-GCN: Multi-Scale Residual Graph Convolution Networks for Human Motion Prediction

16 August 2021

Papers citing "MSR-GCN: Multi-Scale Residual Graph Convolution Networks for Human Motion Prediction"

50 / 85 papers shown

Title
SocialMOIF: Multi-Order Intention Fusion for Pedestrian Trajectory Prediction Kai Chen Xiaodong Zhao Yujie Huang Guoyu Fang Xiao Song Ruiping Wang Z. Wang 22 0 0 22 Apr 2025
Enhancing Human Motion Prediction via Multi-range Decoupling Decoding with Gating-adjusting Aggregation Jiexin Wang Wenwen Qiang Zhao-Qing Yang Bing-Huang Su 34 0 0 30 Mar 2025
Spatio-Temporal Multi-Subgraph GCN for 3D Human Motion Prediction Jiexin Wang Yiju Guo Bing-Huang Su 3DH 45 0 0 03 Jan 2025
Temporal Dynamics Decoupling with Inverse Processing for Enhancing Human Motion Prediction Jiexin Wang Yiju Guo Bing-Huang Su 40 0 0 03 Jan 2025
UnityGraph: Unified Learning of Spatio-temporal features for Multi-person Motion Prediction Kehua Qu Rui Ding Jin Tang 3DH 31 0 0 06 Nov 2024
Relation Learning and Aggregate-attention for Multi-person Motion Prediction Kehua Qu Rui Ding Jin Tang 3DH 35 0 0 06 Nov 2024
Motion Graph Unleashed: A Novel Approach to Video Prediction Yiqi Zhong Luming Liang Bohan Tang Ilya Zharkov Ulrich Neumann 32 1 0 29 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 48 0 0 08 Oct 2024
BadHMP: Backdoor Attack against Human Motion Prediction Chaohui Xu Si Wang Chip-Hong Chang AAML 33 0 0 29 Sep 2024
Past Movements-Guided Motion Representation Learning for Human Motion Prediction Junyu Shi Baoxuan Wang 3DH 29 0 0 04 Aug 2024
Learning Semantic Latent Directions for Accurate and Controllable Human Motion Prediction Guowei Xu Jiale Tao Wen Li Lixin Duan 25 4 0 16 Jul 2024
Spatio-Temporal Encoding and Decoding-Based Method for Future Human Activity Skeleton Synthesis Tingyu Liu Jun Huang Chenyi Weng 26 0 0 08 Jul 2024
HOIMotion: Forecasting Human Motion During Human-Object Interactions Using Egocentric 3D Object Bounding Boxes Zhiming Hu Zheming Yin D. Haeufle Syn Schmitt Andreas Bulling 23 6 0 02 Jul 2024
Multi-Condition Latent Diffusion Network for Scene-Aware Neural Human Motion Prediction Xuehao Gao Yang Yang Yang Wu Shaoyi Du Guo-Jun Qi DiffM 3DH 36 5 0 29 May 2024
Text-guided 3D Human Motion Generation with Keyframe-based Parallel Skip Transformer Zichen Geng Caren Han Zeeshan Hayder Jian Liu Mubarak Shah Ajmal Saeed Mian 27 3 0 24 May 2024
Off-the-shelf ChatGPT is a Good Few-shot Human Motion Predictor Haoxuan Qu Zhaoyang He Zeyu Hu Yujun Cai Jun Liu 33 1 0 24 May 2024
Multimodal Sense-Informed Prediction of 3D Human Motions Zhenyu Lou Qiongjie Cui Haofan Wang Xu Tang Hong Zhou 33 3 0 05 May 2024
Human Motion Prediction under Unexpected Perturbation Jiangbei Yue Baiyi Li Julien Pettré Armin Seyfried He-Nan Wang 33 2 0 23 Mar 2024
Existence Is Chaos: Enhancing 3D Human Motion Prediction with Uncertainty Consideration Zhihao Wang Yulin Zhou Ningyu Zhang Xiaosong Yang Jun Xiao Zhao Wang 3DH 27 2 0 21 Mar 2024
Harmonious Group Choreography with Trajectory-Controllable Diffusion Yuqin Dai Wanlu Zhu Ronghui Li Zeping Ren Xiangzheng Zhou Xiu Li Jun Li Jian Yang 36 0 0 10 Mar 2024
Fooling Neural Networks for Motion Forecasting via Adversarial Attacks Edgar Medina Leyong Loh AAML 27 0 0 07 Mar 2024
Context-based Interpretable Spatio-Temporal Graph Convolutional Network for Human Motion Forecasting Edgar Medina Leyong Loh Namrata Gurung Kyung Hun Oh Niels Heller 3DH 26 3 0 21 Feb 2024
A Recurrent Neural Network Enhanced Unscented Kalman Filter for Human Motion Prediction Wansong Liu Sibo Tian Boyi Hu Xiao Liang Minghui Zheng 24 1 0 20 Feb 2024
Robot Interaction Behavior Generation based on Social Motion Forecasting for Human-Robot Interaction Esteve Valls Mascaro Yashuai Yan Dongheui Lee 28 4 0 07 Feb 2024
Plan, Posture and Go: Towards Open-World Text-to-Motion Generation Jinpeng Liu Wen-Dao Dai Chunyu Wang Yiji Cheng Yansong Tang Xin Tong VGen DiffM 62 17 0 22 Dec 2023
Expressive Forecasting of 3D Whole-body Human Motions Pengxiang Ding Qiongjie Cui Min Zhang Mengyuan Liu Haofan Wang Donglin Wang 30 5 0 19 Dec 2023
GCNext: Towards the Unity of Graph Convolutions for Human Motion Prediction Xinshun Wang Qiongjie Cui C. L. P. Chen Mengyuan Liu 3DH 32 10 0 19 Dec 2023
Recent Advances in Deterministic Human Motion Prediction: A Review Tenghao Deng Yan Sun 3DH 21 0 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 48 3 0 10 Dec 2023
Residual Graph Convolutional Network for Bird's-Eye-View Semantic Segmentation Qiuxiao Chen Xiaojun Qi 16 4 0 07 Dec 2023
Personalized Pose Forecasting Maria Priisalu Ted Kronvall C. Sminchisescu 25 0 0 06 Dec 2023
Dynamic Dense Graph Convolutional Network for Skeleton-based Human Motion Prediction Xinshun Wang Wanying Zhang Can Wang Yuan Gao Mengyuan Liu 3DH GNN 35 32 0 29 Nov 2023
VSViG: Real-time Video-based Seizure Detection via Skeleton-based Spatiotemporal ViG Yankun Xu Junzhe Wang Yun-Hsuan Chen Jie Yang Wenjie Ming Shuangquan Wang Mohamad Sawan 8 0 0 24 Nov 2023
SocialCircle: Learning the Angle-based Social Interaction Representation for Pedestrian Trajectory Prediction Conghao Wong Beihao Xia Ziqian Zou Yulong Wang Xinge You 28 16 0 09 Oct 2023
Multiscale Residual Learning of Graph Convolutional Sequence Chunks for Human Motion Prediction Mohsen Zand Ali Etemad Michael A. Greenspan 3DH 17 2 0 31 Aug 2023
Auxiliary Tasks Benefit 3D Skeleton-based Human Motion Prediction Chenxin Xu R. Tan Yuhong Tan Siheng Chen Xinchao Wang Yanfeng Wang 3DH 38 20 0 17 Aug 2023
A Unified Masked Autoencoder with Patchified Skeletons for Motion Synthesis Esteve Valls Mascaro Hyemin Ahn Dongheui Lee CVBM 29 4 0 14 Aug 2023
Spatio-Temporal Branching for Motion Prediction using Motion Increments Jiexin Wang Yujie Zhou Wenwen Qiang Ying Ba Bing-Huang Su Ji-Rong Wen 3DH 21 10 0 02 Aug 2023
TransFusion: A Practical and Effective Transformer-based Diffusion Model for 3D Human Motion Prediction Sibo Tian Minghui Zheng Xiao Liang DiffM 29 17 0 30 Jul 2023
Learning Snippet-to-Motion Progression for Skeleton-based Human Motion Prediction Xinshun Wang Qiongjie Cui C. L. P. Chen Shen Zhao Mengyuan Liu 3DH 21 4 0 26 Jul 2023
Persistent-Transient Duality: A Multi-mechanism Approach for Modeling Human-Object Interaction Hung Tran Vuong Le Svetha Venkatesh T. Tran 28 1 0 24 Jul 2023
Multi-Dimensional Refinement Graph Convolutional Network with Robust Decouple Loss for Fine-Grained Skeleton-Based Action Recognition Shengyuan Liu Yuanyuan Ding Jin-Rong Zhang Kaiyuan Liu Sihan Zhang Feilong Wang Gao Huang 24 1 0 27 Jun 2023
The MI-Motion Dataset and Benchmark for 3D Multi-Person Motion Prediction Xiaogang Peng Xiao Zhou Yikai Luo Hao Wen Yu Ding Zizhao Wu 3DH 25 2 0 23 Jun 2023
PGformer: Proxy-Bridged Game Transformer for Multi-Person Highly Interactive Extreme Motion Prediction Yanwen Fang Jintai Chen Pengtao Jiang Chao Li Yifeng Geng Eddy K. F. Lam Guodong Li ViT 22 0 0 06 Jun 2023
Towards Consistent Stochastic Human Motion Prediction via Motion Diffusion Jiarui Sun Girish Chowdhary DiffM 34 6 0 21 May 2023
Remembering What Is Important: A Factorised Multi-Head Retrieval and Auxiliary Memory Stabilisation Scheme for Human Motion Prediction Tharindu Fernando Harshala Gammulle S. Sridharan Simon Denman Clinton Fookes 3DH 13 1 0 19 May 2023
Towards Accurate Human Motion Prediction via Iterative Refinement Jiarui Sun Girish Chowdhary 3DH 16 4 0 08 May 2023
Toward Reliable Human Pose Forecasting with Uncertainty Saeed Saadatnejad Mehrshad Mirmohammadi Matin Daghyani Parham Saremi Yashar Zoroofchi Benisi Amir Alimohammadi Zahra Tehraninasab Taylor Mordan Alexandre Alahi 19 5 0 13 Apr 2023
Meta-Auxiliary Learning for Adaptive Human Pose Prediction Qiongjie Cui Huaijiang Sun Jianfeng Lu Bin Li Weiqing Li 3DH OOD 35 5 0 13 Apr 2023
Best Practices for 2-Body Pose Forecasting Muhammad Rameez Ur Rahman Luca Scofano Edoardo De Matteis Alessandro Flaborea Alessio Sampieri Fabio Galasso 26 9 0 12 Apr 2023