Progressively Generating Better Initial Guesses Towards Next Stages for High-Quality Human Motion Prediction

30 March 2022

Papers citing "Progressively Generating Better Initial Guesses Towards Next Stages for High-Quality Human Motion Prediction"

50 / 50 papers shown

Title
The Invisible EgoHand: 3D Hand Forecasting through EgoBody Pose Estimation Masashi Hatano Zhifan Zhu Hideo Saito Dima Damen EgoV 26 0 0 11 Apr 2025
Maximizing Signal in Human-Model Preference Alignment Kelsey Kraus Margaret Kroll ALM 55 0 0 06 Mar 2025
Enhancing Context-Aware Human Motion Prediction for Efficient Robot Handovers Gerard Gómez-Izquierdo Javier Laplaza Alberto Sanfeliu A. Garrell 31 0 0 01 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
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 42 0 0 06 Nov 2024
Multi-Transmotion: Pre-trained Model for Human Motion Prediction Yang Gao Po-Chien Luan Alexandre Alahi 36 6 0 04 Nov 2024
Progressive Pretext Task Learning for Human Trajectory Prediction Xiaotong Lin Tianming Liang Jian-Huang Lai Jian-Fang Hu 36 8 0 16 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
ReliaAvatar: A Robust Real-Time Avatar Animator with Integrated Motion Prediction Bo Qian Zhenhuan Wei Jiashuo Li Xing Wei 35 3 0 02 Jul 2024
Off-the-shelf ChatGPT is a Good Few-shot Human Motion Predictor Haoxuan Qu Zhaoyang He Zeyu Hu Yujun Cai Jun Liu 42 1 0 24 May 2024
Multimodal Sense-Informed Prediction of 3D Human Motions Zhenyu Lou Qiongjie Cui Haofan Wang Xu Tang Hong Zhou 33 5 0 05 May 2024
Multi-agent Long-term 3D Human Pose Forecasting via Interaction-aware Trajectory Conditioning Jaewoo Jeong Daehee Park Kuk-Jin Yoon 38 6 0 08 Apr 2024
PhysReaction: Physically Plausible Real-Time Humanoid Reaction Synthesis via Forward Dynamics Guided 4D Imitation Yunze Liu Changxi Chen Chenjing Ding Li Yi 31 6 0 01 Apr 2024
GazeMotion: Gaze-guided Human Motion Forecasting Zhiming Hu Syn Schmitt D. Haeufle Andreas Bulling 18 3 0 14 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 42 3 0 21 Feb 2024
GazeMoDiff: Gaze-guided Diffusion Model for Stochastic Human Motion Prediction Haodong Yan Zhiming Hu Syn Schmitt Andreas Bulling DiffM 80 7 0 19 Dec 2023
Pose2Gaze: Eye-body Coordination during Daily Activities for Gaze Prediction from Full-body Poses Zhiming Hu Jiahui Xu Syn Schmitt Andreas Bulling CVBM 12 6 0 19 Dec 2023
Interactive Humanoid: Online Full-Body Motion Reaction Synthesis with Social Affordance Canonicalization and Forecasting Yunze Liu Changxi Chen Li Yi 27 16 0 14 Dec 2023
Recent Advances in Deterministic Human Motion Prediction: A Review Tenghao Deng Yan Sun 3DH 28 0 0 11 Dec 2023
Personalized Pose Forecasting Maria Priisalu Ted Kronvall C. Sminchisescu 30 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 41 32 0 29 Nov 2023
Orientation-Aware Leg Movement Learning for Action-Driven Human Motion Prediction Chunzhi Gu Chao Zhang Shigeru Kuriyama 32 4 0 23 Oct 2023
Auxiliary Tasks Benefit 3D Skeleton-based Human Motion Prediction Chenxin Xu R. Tan Yuhong Tan Siheng Chen Xinchao Wang Yanfeng Wang 3DH 45 20 0 17 Aug 2023
A Unified Masked Autoencoder with Patchified Skeletons for Motion Synthesis Esteve Valls Mascaro Hyemin Ahn Dongheui Lee CVBM 37 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 26 10 0 02 Aug 2023
GaitMorph: Transforming Gait by Optimally Transporting Discrete Codes Adrian Cosma I. Radoi 51 3 0 27 Jul 2023
Learning Snippet-to-Motion Progression for Skeleton-based Human Motion Prediction Xinshun Wang Qiongjie Cui Cheng Chen Shen Zhao Mengyuan Liu 3DH 23 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 33 1 0 24 Jul 2023
Towards Consistent Stochastic Human Motion Prediction via Motion Diffusion Jiarui Sun Girish Chowdhary DiffM 34 7 0 21 May 2023
Fast Anticipatory Motion Planning for Close-Proximity Human-Robot Interaction Sam Scheele Pierce Howell Harish Ravichandar 16 2 0 19 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 37 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 26 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 28 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 17 2 0 07 Apr 2023
Continuous Intermediate Token Learning with Implicit Motion Manifold for Keyframe Based Motion Interpolation Clinton Mo Kun Hu Chengjiang Long Zhiyong Wang 35 12 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 30 96 0 20 Mar 2023
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
Overlooked Poses Actually Make Sense: Distilling Privileged Knowledge for Human Motion Prediction Xiaoning Sun Qiongjie Cui Huaijiang Sun Bin Li Weiqing Li Jianfeng Lu 26 7 0 02 Aug 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
Interaction Transformer for Human Reaction Generation Baptiste Chopin Hao Tang N. Otberdout Mohamed Daoudi N. Sebe ViT 32 27 0 04 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 31 109 0 04 Jul 2022
Dual Graph Convolutional Networks with Transformer and Curriculum Learning for Image Captioning Xinzhi Dong Chengjiang Long Wenju Xu Chunxia Xiao ViT 73 66 0 05 Aug 2021
History Repeats Itself: Human Motion Prediction via Motion Attention Wei Mao Miaomiao Liu Mathieu Salzmann 65 286 0 23 Jul 2020
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 93 302 0 17 Mar 2020
Spatiotemporal Co-attention Recurrent Neural Networks for Human-Skeleton Motion Prediction Xiangbo Shu Liyan Zhang Guo-Jun Qi Wei Liu Jinhui Tang 3DH HAI 42 203 0 29 Sep 2019