Learning Trajectory Dependencies for Human Motion Prediction

15 August 2019

Papers citing "Learning Trajectory Dependencies for Human Motion Prediction"

50 / 103 papers shown

Title
Weakly-supervised Action Transition Learning for Stochastic Human Motion Prediction Wei Mao Miaomiao Liu Mathieu Salzmann 39 33 0 31 May 2022
COUCH: Towards Controllable Human-Chair Interactions Xiaohan Zhang Bharat Lal Bhatnagar V. Guzov Sebastian Starke Gerard Pons-Moll 61 97 0 01 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 40 13 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 29 110 0 30 Mar 2022
Motron: Multimodal Probabilistic Human Motion Forecasting Tim Salzmann Marco Pavone Markus Ryll 3DH 52 30 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 32 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 47 19 0 02 Mar 2022
3D Skeleton-based Human Motion Prediction with Manifold-Aware GAN Baptiste Chopin N. Otberdout Mohamed Daoudi A. Bartolo 3DH 30 7 0 01 Mar 2022
Neural Marionette: Unsupervised Learning of Motion Skeleton and Latent Dynamics from Volumetric Video Jinseok Bae Hojun Jang Cheol-Hui Min H. Choi Y. Kim 24 5 0 17 Feb 2022
Motion Prediction via Joint Dependency Modeling in Phase Space Pengxiang Su Zhenguang Liu Shuang Wu Lei Zhu Yifang Yin Xuanjing Shen 33 27 0 07 Jan 2022
Investigating Pose Representations and Motion Contexts Modeling for 3D Motion Prediction Zhenguang Liu Shuang Wu Shuyuan Jin S. Ji Qi Liu Shijian Lu Li Cheng 3DH 21 63 0 30 Dec 2021
GOAL: Generating 4D Whole-Body Motion for Hand-Object Grasping Omid Taheri Vasileios Choutas Michael J. Black Dimitrios Tzionas 3DH 21 117 0 21 Dec 2021
Learning Human Motion Prediction via Stochastic Differential Equations Kedi Lyu Zhenguang Liu Shuang Wu Haipeng Chen Xuhong Zhang Yuyu Yin 24 17 0 21 Dec 2021
SAGA: Stochastic Whole-Body Grasping with Contact Yongpeng Wu Jiahao Wang Yan Zhang Siwei Zhang Otmar Hilliges Feng Yu Siyu Tang SLR 24 77 0 19 Dec 2021
The Wanderings of Odysseus in 3D Scenes Yan Zhang Siyu Tang 32 48 0 16 Dec 2021
Skeletal Graph Self-Attention: Embedding a Skeleton Inductive Bias into Sign Language Production Ben Saunders Necati Cihan Camgöz Richard Bowden SLR 37 17 0 06 Dec 2021
Dyadic Human Motion Prediction Isinsu Katircioglu C. Georgantas Mathieu Salzmann Pascal Fua 26 11 0 01 Dec 2021
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 35 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 19 1 0 24 Nov 2021
Multi-Person 3D Motion Prediction with Multi-Range Transformers Jiashun Wang Huazhe Xu Medhini Narasimhan Xiaolong Wang ViT 43 74 0 23 Nov 2021
Render In-between: Motion Guided Video Synthesis for Action Interpolation Hsuan-I Ho Xu Chen Mingli Song Otmar Hilliges 3DH DiffM 28 2 0 01 Nov 2021
Logsig-RNN: a novel network for robust and efficient skeleton-based action recognition Shujian Liao Terry Lyons Weixin Yang Kevin Schlegel Hao Ni 27 11 0 25 Oct 2021
Spatio-Temporal Graph Complementary Scattering Networks Angelo Feraudo Siheng Chen Ya Zhang 20 2 0 23 Oct 2021
View Vertically: A Hierarchical Network for Trajectory Prediction via Fourier Spectrums Conghao Wong Beihao Xia Ziming Hong Qinmu Peng Wei Yuan Qiong Cao Yibo Yang Xinge You 22 65 0 14 Oct 2021
A Survey on Deep Learning for Skeleton-Based Human Animation Lucas Mourot Ludovic Hoyet F. Clerc Francois Schnitzler Pierre Hellier 3DH 39 78 0 13 Oct 2021
Space-Time-Separable Graph Convolutional Network for Pose Forecasting Theodoros Sofianos Alessio Sampieri Luca Franco Fabio Galasso 3DH 46 143 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 38 3 0 21 Sep 2021
Pose Transformers (POTR): Human Motion Prediction with Non-Autoregressive Transformers Ángel Martínez-González M. Villamizar J. Odobez ViT 15 71 0 15 Sep 2021
Multiscale Spatio-Temporal Graph Neural Networks for 3D Skeleton-Based Motion Prediction Maosen Li Siheng Chen Yangheng Zhao Ya Zhang Yanfeng Wang Qi Tian 3DH 25 74 0 25 Aug 2021
Generating Smooth Pose Sequences for Diverse Human Motion Prediction Wei Mao Miaomiao Liu Mathieu Salzmann 3DH 27 75 0 19 Aug 2021
MSR-GCN: Multi-Scale Residual Graph Convolution Networks for Human Motion Prediction Lingwei Dang Yongwei Nie Chengjiang Long Qing Zhang Guiqing Li 3DH 36 194 0 16 Aug 2021
Conditional Temporal Variational AutoEncoder for Action Video Prediction Xiaogang Xu Yi Wang Liwei Wang Bei Yu Jiaya Jia VGen 34 5 0 12 Aug 2021
Development of Human Motion Prediction Strategy using Inception Residual Block Shekhar Gupta G. Yadav G. C. Nandi 3DH 23 3 0 09 Aug 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 29 6 0 03 Aug 2021
RAIN: Reinforced Hybrid Attention Inference Network for Motion Forecasting Jiachen Li Fan Yang Hengbo Ma Srikanth Malla Masayoshi Tomizuka Chiho Choi 29 42 0 03 Aug 2021
Online Multi-Agent Forecasting with Interpretable Collaborative Graph Neural Network Maosen Li Siheng Chen Yanning Shen Ge Liu Ivor W. Tsang Ya Zhang 22 42 0 02 Jul 2021
Multi-level Motion Attention for Human Motion Prediction Wei Mao Miaomiao Liu Mathieu Salzmann Hongdong Li 3DH 24 79 0 17 Jun 2021
Temporal Consistency Two-Stream CNN for Human Motion Prediction Jin Tang Jin Zhang Jianqin Yin 3DH 19 17 0 11 Apr 2021
We are More than Our Joints: Predicting how 3D Bodies Move Yan Zhang Michael J. Black Siyu Tang 3DH 32 126 0 01 Dec 2020
Forecasting Characteristic 3D Poses of Human Actions Christian Diller Thomas Funkhouser Angela Dai 44 29 0 30 Nov 2020
Convolutional Autoencoders for Human Motion Infilling Manuel Kaufmann Emre Aksan Mingli Song Fabrizio Pece R. Ziegler Otmar Hilliges 3DH 21 97 0 22 Oct 2020
What is More Likely to Happen Next? Video-and-Language Future Event Prediction Jie Lei Licheng Yu Tamara L. Berg Joey Tianyi Zhou 33 72 0 15 Oct 2020
SDMTL: Semi-Decoupled Multi-grained Trajectory Learning for 3D human motion prediction Xiaoli Liu Jianqin Yin 3DH 33 3 0 11 Oct 2020
Motion Prediction Using Temporal Inception Module Tim Lebailly Sena Kiciroglu Mathieu Salzmann Pascal Fua Wei Wang 43 37 0 06 Oct 2020
Generative Model-Enhanced Human Motion Prediction Anthony Bourached Ryan-Rhys Griffiths Robert J. Gray A. Jha P. Nachev 34 15 0 05 Oct 2020
Dynamic Future Net: Diversified Human Motion Generation Wenheng Chen He Wang Yi Yuan Tianjia Shao Kun Zhou 3DH 38 23 0 25 Aug 2020
History Repeats Itself: Human Motion Prediction via Motion Attention Wei Mao Miaomiao Liu Mathieu Salzmann 67 288 0 23 Jul 2020
Long-term Human Motion Prediction with Scene Context Zhe Cao Hang Gao K. Mangalam Qi-Zhi Cai Minh Vo Jitendra Malik 3DH 32 244 0 07 Jul 2020
Dance Revolution: Long-Term Dance Generation with Music via Curriculum Learning Ruozi Huang Huang Hu Wei Wu Kei Sawada Mi Zhang Daxin Jiang 21 112 0 11 Jun 2020
A Spatio-temporal Transformer for 3D Human Motion Prediction Emre Aksan Manuel Kaufmann Peng Cao Otmar Hilliges ViT 28 224 0 18 Apr 2020