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"

35 / 85 papers shown

Title
Multi-Graph Convolution Network for Pose Forecasting Hongwei Ren Yuhong Shi Kewei Liang 3DH 16 1 0 11 Apr 2023
DeFeeNet: Consecutive 3D Human Motion Prediction with Deviation Feedback Xiaoning Sun Huaijiang Sun Bin Li Dong Wei Weiqing Li Jianfeng Lu 3DH 22 4 0 10 Apr 2023
Graph-Guided MLP-Mixer for Skeleton-Based Human Motion Prediction Xinshun Wang Qiongjie Cui Chen Chen Shen Zhao Mengyuan Liu 3DH 11 2 0 07 Apr 2023
Generating Continual Human Motion in Diverse 3D Scenes Aymen Mir Xavier Puig Angjoo Kanazawa Gerard Pons-Moll 3DH 34 27 0 04 Apr 2023
Continuous Intermediate Token Learning with Implicit Motion Manifold for Keyframe Based Motion Interpolation Clinton Mo Kun Hu Chengjiang Long Zhiyong Wang 11 11 0 27 Mar 2023
EqMotion: Equivariant Multi-agent Motion Prediction with Invariant Interaction Reasoning Chenxin Xu R. Tan Yuhong Tan Siheng Chen Yu Wang Xinchao Wang Yanfeng Wang 22 96 0 20 Mar 2023
SPOTR: Spatio-temporal Pose Transformers for Human Motion Prediction A. A. Nargund Misha Sra ViT 26 2 0 11 Mar 2023
Trajectory-Aware Body Interaction Transformer for Multi-Person Pose Forecasting Xiaogang Peng Siyuan Mao Zizhao Wu 16 18 0 09 Mar 2023
Multi-Scale Control Signal-Aware Transformer for Motion Synthesis without Phase Lintao Wang Kun Hu Lei Bai Yu Ding Wanli Ouyang Zhiyong Wang 11 10 0 03 Mar 2023
A Comprehensive Survey on Graph Summarization with Graph Neural Networks Nasrin Shabani Jia Wu Amin Beheshti Quan.Z Sheng Jin Foo Venus Haghighi Ambreen Hanif Maryam Shahabikargar GNN AI4TS 24 5 0 13 Feb 2023
Diverse Human Motion Prediction Guided by Multi-Level Spatial-Temporal Anchors Sirui Xu Yu-xiong Wang Liangyan Gui 21 43 0 09 Feb 2023
FutureHuman3D: Forecasting Complex Long-Term 3D Human Behavior from Video Observations Christian Diller Thomas Funkhouser Angela Dai 20 3 0 25 Nov 2022
BeLFusion: Latent Diffusion for Behavior-Driven Human Motion Prediction Germán Barquero Sergio Escalera Cristina Palmero VGen DiffM 19 67 0 25 Nov 2022
Rethinking Learning Approaches for Long-Term Action Anticipation Megha Nawhal Akash Abdu Jyothi Greg Mori AI4TS 34 26 0 20 Oct 2022
Human Joint Kinematics Diffusion-Refinement for Stochastic Motion Prediction Dong Wei Huaijiang Sun Bin Li Jianfeng Lu Weiqing Li Xiaoning Sun Sheng-liang Hu DiffM VGen 25 34 0 12 Oct 2022
SoMoFormer: Social-Aware Motion Transformer for Multi-Person Motion Prediction Xiaogang Peng Yaodi Shen Haoran Wang Binling Nie Yigang Wang Zizhao Wu ViT 25 6 0 19 Aug 2022
Overlooked Poses Actually Make Sense: Distilling Privileged Knowledge for Human Motion Prediction Xiaoning Sun Qiongjie Cui Huaijiang Sun Bin Li Weiqing Li Jianfeng Lu 18 7 0 02 Aug 2022
Skeleton-Parted Graph Scattering Networks for 3D Human Motion Prediction Maosen Li Siheng Chen Zijing Zhang Lingxi Xie Qi Tian Ya-Qin Zhang 3DH 23 47 0 31 Jul 2022
Pose Forecasting in Industrial Human-Robot Collaboration Alessio Sampieri Guido DÁmely Andrea Avogaro Federico Cunico Geri Skenderi Francesco Setti Marco Cristani Fabio Galasso 25 31 0 24 Jul 2022
Diverse Human Motion Prediction via Gumbel-Softmax Sampling from an Auxiliary Space Lingwei Dang Yongwei Nie Chengjiang Long Qing Zhang Guiqing Li 3DH 25 33 0 15 Jul 2022
Back to MLP: A Simple Baseline for Human Motion Prediction Wenya Guo Yuming Du Xi Shen Vincent Lepetit Xavier Alameda-Pineda Francesc Moreno-Noguer 3DH 31 108 0 04 Jul 2022
Learning Disentangled Representations for Controllable Human Motion Prediction Chunzhi Gu Junzhou Yu Chao Zhang DRL 8 10 0 04 Jul 2022
MotionMixer: MLP-based 3D Human Body Pose Forecasting Arij Bouazizi Adrian Holzbock U. Kressel Klaus C. J. Dietmayer Vasileios Belagiannis 3DH 27 70 0 01 Jul 2022
Social Interpretable Tree for Pedestrian Trajectory Prediction Liushuai Shi Le Wang Chengjiang Long Sanping Zhou Fang Zheng Nanning Zheng G. Hua 17 39 0 26 May 2022
HiT-DVAE: Human Motion Generation via Hierarchical Transformer Dynamical VAE Xiaoyu Bie Wen Guo Simon Leglaive Laurent Girin Francesc Moreno-Noguer Xavier Alameda-Pineda VGen 3DH 22 13 0 04 Apr 2022
Learning Constrained Dynamic Correlations in Spatiotemporal Graphs for Motion Prediction Jiajun Fu Fuxing Yang Yonghao Dang Xiaoli Liu Jianqin Yin 28 17 0 04 Apr 2022
Progressively Generating Better Initial Guesses Towards Next Stages for High-Quality Human Motion Prediction Tiezheng Ma Yongwei Nie Chengjiang Long Qing Zhang Guiqing Li 3DH 19 107 0 30 Mar 2022
SkinningNet: Two-Stream Graph Convolutional Neural Network for Skinning Prediction of Synthetic Characters Albert Mosella-Montoro Javier Ruiz-Hidalgo 3DH 18 12 0 09 Mar 2022
DMS-GCN: Dynamic Mutiscale Spatiotemporal Graph Convolutional Networks for Human Motion Prediction Zigeng Yan Dihua Zhai Yuanqing Xia 3DH AI4CE 18 5 0 20 Dec 2021
The Wanderings of Odysseus in 3D Scenes Yan Zhang Siyu Tang 14 48 0 16 Dec 2021
Dyadic Human Motion Prediction Isinsu Katircioglu C. Georgantas Mathieu Salzmann Pascal Fua 24 11 0 01 Dec 2021
Dual Graph Convolutional Networks with Transformer and Curriculum Learning for Image Captioning Xinzhi Dong Chengjiang Long Wenju Xu Chunxia Xiao ViT 69 66 0 05 Aug 2021
Multi-Person Extreme Motion Prediction Wen Guo Xiaoyu Bie Xavier Alameda-Pineda Francesc Moreno-Noguer 3DH 29 69 0 18 May 2021
Flow-based Spatio-Temporal Structured Prediction of Motion Dynamics Mohsen Zand Ali Etemad Michael A. Greenspan AI4CE 13 5 0 09 Apr 2021
Dynamic Multiscale Graph Neural Networks for 3D Skeleton-Based Human Motion Prediction Maosen Li Siheng Chen Yangheng Zhao Ya-Qin Zhang Yanfeng Wang Qi Tian AI4CE 3DH 91 300 0 17 Mar 2020