Learning Trajectory Dependencies for Human Motion Prediction

15 August 2019

Papers citing "Learning Trajectory Dependencies for Human Motion Prediction"

44 / 44 papers shown

Title
Unified Uncertainty-Aware Diffusion for Multi-Agent Trajectory Modeling Guillem Capellera Antonio Rubio Luis Ferraz Antonio Agudo 45 1 0 24 Mar 2025
BiPO: Bidirectional Partial Occlusion Network for Text-to-Motion Synthesis Seong-Eun Hong Soobin Lim Juyeong Hwang Minwook Chang Hyeongyeop Kang 88 0 0 28 Nov 2024
Scaling Large Motion Models with Million-Level Human Motions Ye Wang Sipeng Zheng Bin Cao Qianshan Wei Qin Jin Qin Jin Zongqing Lu VGen 40 0 0 04 Oct 2024
Spatio-Temporal Encoding and Decoding-Based Method for Future Human Activity Skeleton Synthesis Tingyu Liu Jun Huang Chenyi Weng 16 0 0 08 Jul 2024
Learning Generalizable Human Motion Generator with Reinforcement Learning Yunyao Mao Xiaoyang Liu Wen-gang Zhou Zhenbo Lu Houqiang Li 27 2 0 24 May 2024
Social-MAE: Social Masked Autoencoder for Multi-person Motion Representation Learning Mahsa Ehsanpour Ian Reid Hamid Rezatofighi ViT 27 0 0 08 Apr 2024
Multi-agent Long-term 3D Human Pose Forecasting via Interaction-aware Trajectory Conditioning Jaewoo Jeong Daehee Park Kuk-Jin Yoon 28 6 0 08 Apr 2024
Towards more realistic human motion prediction with attention to motion coordination Pengxiang Ding Jianqin Yin 46 16 0 04 Apr 2024
Collaboratively Self-supervised Video Representation Learning for Action Recognition Jie M. Zhang Zhifan Wan Lanqing Hu Stephen Lin Shuzhe Wu Shiguang Shan TTA 52 0 0 15 Jan 2024
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
Online Action Recognition for Human Risk Prediction with Anticipated Haptic Alert via Wearables Cheng Guo Lorenzo Rapetti Kourosh Darvish Riccardo Grieco Francesco Draicchio Daniele Pucci 22 0 0 14 Dec 2023
MoMask: Generative Masked Modeling of 3D Human Motions Chuan Guo Yuxuan Mu Muhammad Gohar Javed Sen Wang Li Cheng VGen 13 113 0 29 Nov 2023
InteRACT: Transformer Models for Human Intent Prediction Conditioned on Robot Actions K. Kedia Atiksh Bhardwaj Prithwish Dan Sanjiban Choudhury 19 9 0 21 Nov 2023
Social Motion Prediction with Cognitive Hierarchies Wentao Zhu Jason Qin Yuke Lou Hang Ye Xiaoxuan Ma Hai Ci Yizhou Wang 19 9 0 08 Nov 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
AI-Generated Content (AIGC) for Various Data Modalities: A Survey Lin Geng Foo Hossein Rahmani J. Liu 55 30 0 27 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 19 10 0 02 Aug 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
Diagnostic Spatio-temporal Transformer with Faithful Encoding Jokin Labaien T. Idé Pin-Yu Chen E. Zugasti Xabier De Carlos 42 2 0 26 May 2023
An NMPC-ECBF Framework for Dynamic Motion Planning and Execution in vision-based Human-Robot Collaboration Dianhao Zhang Mien Van Pantelis Sopasakis Seán F. McLoone 16 1 0 14 Apr 2023
Meta-Auxiliary Learning for Adaptive Human Pose Prediction Qiongjie Cui Huaijiang Sun Jianfeng Lu Bin Li Weiqing Li 3DH OOD 28 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
Multi-Graph Convolution Network for Pose Forecasting Hongwei Ren Yuhong Shi Kewei Liang 3DH 14 1 0 11 Apr 2023
Generating Continual Human Motion in Diverse 3D Scenes Aymen Mir Xavier Puig Angjoo Kanazawa Gerard Pons-Moll 3DH 29 27 0 04 Apr 2023
Music-Driven Group Choreography Nhat Le Thang M. Pham Tuong Khanh Long Do Erman Tjiputra Quang-Dieu Tran A. Nguyen 25 25 0 22 Mar 2023
HumanMAC: Masked Motion Completion for Human Motion Prediction Ling-Hao Chen Jiawei Zhang Ye-rong Li Yiren Pang Xiaobo Xia Tongliang Liu DiffM VGen 22 54 0 07 Feb 2023
PoseBERT: A Generic Transformer Module for Temporal 3D Human Modeling Fabien Baradel Romain Brégier Thibault Groueix Philippe Weinzaepfel Yannis Kalantidis Grégory Rogez ViT 16 14 0 22 Aug 2022
3D Pose Based Feedback for Physical Exercises Ziyi Zhao Sena Kiciroglu Hugues Vinzant Yuan-Chen Cheng Isinsu Katircioglu Mathieu Salzmann Pascal Fua 3DH SSL 28 15 0 05 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
COUCH: Towards Controllable Human-Chair Interactions Xiaohan Zhang Bharat Lal Bhatnagar V. Guzov Sebastian Starke Gerard Pons-Moll 30 97 0 01 May 2022
Motron: Multimodal Probabilistic Human Motion Forecasting Tim Salzmann Marco Pavone Markus Ryll 3DH 28 28 0 08 Mar 2022
Spatio-Temporal Gating-Adjacency GCN for Human Motion Prediction Chongyang Zhong Lei Hu Zihao Zhang Yongjing Ye Shi-hong Xia 3DH 25 89 0 03 Mar 2022
H4D: Human 4D Modeling by Learning Neural Compositional Representation Boyan Jiang Yinda Zhang Xingkui Wei Xiangyang Xue Yanwei Fu 3DH 16 19 0 02 Mar 2022
Exploring Versatile Prior for Human Motion via Motion Frequency Guidance Jiachen Xu Min Wang Jing-yu Gong Wentao Liu Chao Qian Yuan Xie Lizhuang Ma 23 9 0 25 Nov 2021
Hierarchical Graph-Convolutional Variational AutoEncoding for Generative Modelling of Human Motion Anthony Bourached Robert J. Gray Xiaodong Guan Ryan-Rhys Griffiths A. Jha P. Nachev 3DH DRL 14 1 0 24 Nov 2021
Render In-between: Motion Guided Video Synthesis for Action Interpolation Hsuan-I Ho Xu Chen Jie Song Otmar Hilliges 3DH DiffM 16 2 0 01 Nov 2021
Spatio-Temporal Graph Complementary Scattering Networks Angelo Feraudo Siheng Chen Ya-Qin Zhang 15 2 0 23 Oct 2021
Space-Time-Separable Graph Convolutional Network for Pose Forecasting Theodoros Sofianos Alessio Sampieri Luca Franco Fabio Galasso 3DH 36 141 0 09 Oct 2021
Skeleton-Graph: Long-Term 3D Motion Prediction From 2D Observations Using Deep Spatio-Temporal Graph CNNs Abduallah A. Mohamed Huancheng Chen Zhangyang Wang Christian G. Claudel 3DH 25 3 0 21 Sep 2021
Non-local Graph Convolutional Network for joint Activity Recognition and Motion Prediction Dianhao Zhang Ngo Anh Vien Mien Van Seán F. McLoone 3DH HAI 24 6 0 03 Aug 2021
Multi-level Motion Attention for Human Motion Prediction Wei Mao Miaomiao Liu Mathieu Salzmann Hongdong Li 3DH 11 79 0 17 Jun 2021
History Repeats Itself: Human Motion Prediction via Motion Attention Wei Mao Miaomiao Liu Mathieu Salzmann 58 284 0 23 Jul 2020