Dynamic Multiscale Graph Neural Networks for 3D Skeleton-Based Human Motion Prediction

17 March 2020

Papers citing "Dynamic Multiscale Graph Neural Networks for 3D Skeleton-Based Human Motion Prediction"

29 / 29 papers shown

Title
Spatio-Temporal Multi-Subgraph GCN for 3D Human Motion Prediction Jiexin Wang Yiju Guo Fuchun Sun 3DH 73 0 0 03 Jan 2025
Multipole Graph Neural Operator for Parametric Partial Differential Equations Zong-Yi Li Nikola B. Kovachki Kamyar Azizzadenesheli Burigede Liu K. Bhattacharya Andrew M. Stuart Anima Anandkumar AI4CE 102 384 0 16 Jun 2020
Symbiotic Graph Neural Networks for 3D Skeleton-based Human Action Recognition and Motion Prediction Maosen Li Siheng Chen Xu Chen Ya Zhang Yanfeng Wang D. Ebert 3DH 28 190 0 05 Oct 2019
Imitation Learning for Human Pose Prediction Borui Wang Ehsan Adeli Hsu-kuang Chiu De-An Huang Juan Carlos Niebles 32 99 0 08 Sep 2019
Spatio-temporal Manifold Learning for Human Motions via Long-horizon Modeling He Wang Edmond S. L. Ho Hubert P. H. Shum Zhanxing Zhu 27 80 0 20 Aug 2019
Learning Trajectory Dependencies for Human Motion Prediction Wei Mao Miaomiao Liu Mathieu Salzmann Hongdong Li 3DH 53 434 0 15 Aug 2019
Actional-Structural Graph Convolutional Networks for Skeleton-based Action Recognition Maosen Li Siheng Chen Xu Chen Ya Zhang Yanfeng Wang Qi Tian 42 901 0 26 Apr 2019
Semantic Graph Convolutional Networks for 3D Human Pose Regression Long Zhao Xi Peng Yu Tian Mubbasir Kapadia Dimitris N. Metaxas 3DH 72 506 0 06 Apr 2019
Human Motion Prediction via Learning Local Structure Representations and Temporal Dependencies Xiao Guo Jongmoo Choi 3DH 23 96 0 20 Feb 2019
BiHMP-GAN: Bidirectional 3D Human Motion Prediction GAN Jogendra Nath Kundu Maharshi Gor R. Venkatesh Babu 32 142 0 06 Dec 2018
Action-Agnostic Human Pose Forecasting Hsu-kuang Chiu Ehsan Adeli Borui Wang De-An Huang Juan Carlos Niebles 3DH 40 163 0 23 Oct 2018
A Neural Temporal Model for Human Motion Prediction Anand Gopalakrishnan A. Mali Daniel Kifer C. Lee Giles Alexander Ororbia 3DH 42 173 0 09 Sep 2018
QuaterNet: A Quaternion-based Recurrent Model for Human Motion Dario Pavllo David Grangier Michael Auli 3DH 44 261 0 16 May 2018
Skeleton-Based Action Recognition with Spatial Reasoning and Temporal Stack Learning Chenyang Si Ya Jing Wei Wang Liang Wang Tieniu Tan 46 352 0 07 May 2018
Convolutional Sequence to Sequence Model for Human Dynamics Chen Li Zhen Zhang Wee Sun Lee Gim Hee Lee 3DH 34 324 0 02 May 2018
Spatial Temporal Graph Convolutional Networks for Skeleton-Based Action Recognition Sijie Yan Yuanjun Xiong Dahua Lin GNN 179 4,124 0 23 Jan 2018
HP-GAN: Probabilistic 3D human motion prediction via GAN Emad Barsoum J. Kender Zicheng Liu 3DH 70 330 0 27 Nov 2017
Long-Term On-Board Prediction of People in Traffic Scenes under Uncertainty Apratim Bhattacharyya Mario Fritz Bernt Schiele 56 202 0 24 Nov 2017
Inductive Representation Learning on Large Graphs William L. Hamilton Z. Ying J. Leskovec 304 15,066 0 07 Jun 2017
On human motion prediction using recurrent neural networks Julieta Martinez Michael J. Black Javier Romero 3DH 49 929 0 06 May 2017
The Pose Knows: Video Forecasting by Generating Pose Futures Jacob Walker Kenneth Marino Abhinav Gupta M. Hebert 46 351 0 28 Apr 2017
Learning Human Motion Models for Long-term Predictions Partha Ghosh Mingli Song Emre Aksan Otmar Hilliges 3DH 39 239 0 10 Apr 2017
Deep representation learning for human motion prediction and classification Judith Butepage Michael J. Black Danica Kragic Hedvig Kjellström 3DH 47 425 0 24 Feb 2017
Semi-Supervised Classification with Graph Convolutional Networks Thomas Kipf Max Welling GNN SSL 359 28,795 0 09 Sep 2016
Visual Dynamics: Probabilistic Future Frame Synthesis via Cross Convolutional Networks Tianfan Xue Jiajun Wu Katherine Bouman Bill Freeman 54 415 0 09 Jul 2016
Convolutional Neural Networks on Graphs with Fast Localized Spectral Filtering M. Defferrard Xavier Bresson P. Vandergheynst GNN 205 7,622 0 30 Jun 2016
Gated Graph Sequence Neural Networks Yujia Li Daniel Tarlow Marc Brockschmidt R. Zemel GNN 226 3,271 0 17 Nov 2015
Structural-RNN: Deep Learning on Spatio-Temporal Graphs Ashesh Jain Amir Zamir Silvio Savarese Ashutosh Saxena GNN 98 1,084 0 17 Nov 2015
Adam: A Method for Stochastic Optimization Diederik P. Kingma Jimmy Ba ODL 416 149,474 0 22 Dec 2014