Learning Trajectory Dependencies for Human Motion Prediction

15 August 2019

Papers citing "Learning Trajectory Dependencies for Human Motion Prediction"

50 / 103 papers shown

Title
Multi-Resolution Haar Network: Enhancing human motion prediction via Haar transform Li Lin 3DH 7 0 0 19 May 2025
Human Motion Prediction via Test-domain-aware Adaptation with Easily-available Human Motions Estimated from Videos Katsuki Shimbo Hiromu Taketsugu Norimichi Ukita 3DH TTA 53 0 0 12 May 2025
Unified Uncertainty-Aware Diffusion for Multi-Agent Trajectory Modeling Guillem Capellera Antonio Rubio Luis Ferraz Antonio Agudo 45 1 0 24 Mar 2025
Dual Conditioned Motion Diffusion for Pose-Based Video Anomaly Detection Andi Xu Hongsong Wang Pinle Ding Jie Gui DiffM VGen 47 0 0 23 Dec 2024
Frequency-Guided Diffusion Model with Perturbation Training for Skeleton-Based Video Anomaly Detection Xiaofeng Tan Hongsong Wang Xin Geng Liang Wang DiffM AAML VGen 99 0 0 04 Dec 2024
BiPO: Bidirectional Partial Occlusion Network for Text-to-Motion Synthesis Seong-Eun Hong Soobin Lim Juyeong Hwang Minwook Chang Hyeongyeop Kang 103 1 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 47 0 0 04 Oct 2024
Spatio-Temporal Encoding and Decoding-Based Method for Future Human Activity Skeleton Synthesis Tingyu Liu Jun Huang Chenyi Weng 33 0 0 08 Jul 2024
ReliaAvatar: A Robust Real-Time Avatar Animator with Integrated Motion Prediction Bo Qian Zhenhuan Wei Jiashuo Li Xing Wei 46 3 0 02 Jul 2024
Learning Generalizable Human Motion Generator with Reinforcement Learning Yunyao Mao Xiaoyang Liu Wen-gang Zhou Zhenbo Lu Houqiang Li 48 2 0 24 May 2024
Social-MAE: Social Masked Autoencoder for Multi-person Motion Representation Learning Mahsa Ehsanpour Ian Reid Hamid Rezatofighi ViT 45 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 46 7 0 08 Apr 2024
Towards more realistic human motion prediction with attention to motion coordination Pengxiang Ding Jianqin Yin 57 16 0 04 Apr 2024
Robot Interaction Behavior Generation based on Social Motion Forecasting for Human-Robot Interaction Esteve Valls Mascaro Yashuai Yan Dongheui Lee 42 4 0 07 Feb 2024
Collaboratively Self-supervised Video Representation Learning for Action Recognition Jie Zhang Zhifan Wan Lanqing Hu Stephen Lin Shuzhe Wu Shiguang Shan TTA 67 1 0 15 Jan 2024
Expressive Forecasting of 3D Whole-body Human Motions Pengxiang Ding Qiongjie Cui Min Zhang Mengyuan Liu Haofan Wang Donglin Wang 55 5 0 19 Dec 2023
GCNext: Towards the Unity of Graph Convolutions for Human Motion Prediction Xinshun Wang Qiongjie Cui Chong Chen Mengyuan Liu 3DH 45 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 44 1 0 14 Dec 2023
MoMask: Generative Masked Modeling of 3D Human Motions Chuan Guo Yuxuan Mu Muhammad Gohar Javed Sen Wang Li Cheng VGen 56 121 0 29 Nov 2023
InteRACT: Transformer Models for Human Intent Prediction Conditioned on Robot Actions Kushal Kedia Atiksh Bhardwaj Prithwish Dan Sanjiban Choudhury 34 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 39 9 0 08 Nov 2023
AnyPose: Anytime 3D Human Pose Forecasting via Neural Ordinary Differential Equations Zixing Wang A. H. Qureshi 3DH 22 2 0 09 Sep 2023
Multiscale Residual Learning of Graph Convolutional Sequence Chunks for Human Motion Prediction Mohsen Zand Ali Etemad Michael A. Greenspan 3DH 22 2 0 31 Aug 2023
AI-Generated Content (AIGC) for Various Data Modalities: A Survey Lin Geng Foo Hossein Rahmani Jing Liu 78 31 0 27 Aug 2023
A Unified Masked Autoencoder with Patchified Skeletons for Motion Synthesis Esteve Valls Mascaro Hyemin Ahn Dongheui Lee CVBM 42 4 0 14 Aug 2023
Spatio-Temporal Branching for Motion Prediction using Motion Increments Jiexin Wang Yujie Zhou Changwen Zheng Ying Ba Fuchun Sun Ji-Rong Wen 3DH 34 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 38 1 0 24 Jul 2023
DE-TGN: Uncertainty-Aware Human Motion Forecasting using Deep Ensembles Kareem A. Eltouny Wansong Liu Sibo Tian Minghui Zheng Xiao Liang 3DH 29 7 0 07 Jul 2023
Diagnostic Spatio-temporal Transformer with Faithful Encoding Jokin Labaien T. Idé Pin-Yu Chen E. Zugasti Xabier De Carlos 59 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 29 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 42 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 33 9 0 12 Apr 2023
Multi-Graph Convolution Network for Pose Forecasting Hongwei Ren Yuhong Shi Kewei Liang 3DH 37 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 36 6 0 10 Apr 2023
Generating Continual Human Motion in Diverse 3D Scenes Aymen Mir Xavier Puig Angjoo Kanazawa Gerard Pons-Moll 3DH 42 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 38 25 0 22 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 40 97 0 20 Mar 2023
Simultaneous Action Recognition and Human Whole-Body Motion and Dynamics Prediction from Wearable Sensors Kourosh Darvish S. Ivaldi Daniele Pucci AI4CE 31 2 0 14 Mar 2023
Can We Use Diffusion Probabilistic Models for 3D Motion Prediction? Hyemin Ahn Esteve Valls Mascaro Dongheui Lee VGen DiffM 16 22 0 28 Feb 2023
Robust Human Motion Forecasting using Transformer-based Model Esteve Valls Mascaro Shuo Ma Hyemin Ahn Dongheui Lee 36 9 0 16 Feb 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 47 57 0 07 Feb 2023
T2M-GPT: Generating Human Motion from Textual Descriptions with Discrete Representations Jianrong Zhang Yangsong Zhang Xiaodong Cun Shaoli Huang Yong Zhang Hongwei Zhao Hongtao Lu Xiaodong Shen 50 333 0 15 Jan 2023
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 27 36 0 12 Oct 2022
A generic diffusion-based approach for 3D human pose prediction in the wild Saeed Saadatnejad Ali-Ahmad Rasekh Mohammadreza Mofayezi Yasamin Medghalchi Sara Rajabzadeh Taylor Mordan Alexandre Alahi DiffM 19 34 0 11 Oct 2022
Skeleton2Humanoid: Animating Simulated Characters for Physically-plausible Motion In-betweening Yunhao Li Zhenbo Yu Yucheng Zhu Bingbing Ni Guangtao Zhai Wei Shen 41 9 0 09 Oct 2022
PoseBERT: A Generic Transformer Module for Temporal 3D Human Modeling Fabien Baradel Romain Brégier Thibault Groueix Philippe Weinzaepfel Yannis Kalantidis Grégory Rogez ViT 34 14 0 22 Aug 2022
MoCapAct: A Multi-Task Dataset for Simulated Humanoid Control Nolan Wagener Andrey Kolobov Felipe Vieira Frujeri Ricky Loynd Ching-An Cheng Matthew J. Hausknecht 32 21 0 15 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 37 7 0 02 Aug 2022
MotionMixer: MLP-based 3D Human Body Pose Forecasting Arij Bouazizi Adrian Holzbock U. Kressel Klaus C. J. Dietmayer Vasileios Belagiannis 3DH 35 73 0 01 Jul 2022