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Hierarchical Graph-Convolutional Variational AutoEncoding for Generative Modelling of Human Motion

24 November 2021

Papers citing "Hierarchical Graph-Convolutional Variational AutoEncoding for Generative Modelling of Human Motion"

37 / 37 papers shown

Title
Extracting associations and meanings of objects depicted in artworks through bi-modal deep networks Gregory Kell Ryan-Rhys Griffiths Anthony Bourached D. Stork 42 3 0 14 Mar 2022
Task-Generic Hierarchical Human Motion Prior using VAEs Jiaman Li Ruben Villegas Duygu Ceylan Jimei Yang Zhengfei Kuang Hao Li Yajie Zhao 3DH 56 46 0 07 Jun 2021
Scene-aware Generative Network for Human Motion Synthesis Jingbo Wang Sijie Yan Bo Dai Dahua Lin 3DH 60 79 0 31 May 2021
Character Controllers Using Motion VAEs Hung Yu Ling F. Zinno George Cheng M. van de Panne DRL 53 254 0 26 Mar 2021
Computational identification of significant actors in paintings through symbols and attributes David G.Stork Anthony Bourached George H.Cann Ryan-Rhys Griffiths 31 8 0 04 Feb 2021
Resolution enhancement in the recovery of underdrawings via style transfer by generative adversarial deep neural networks George H. Cann Anthony Bourached Ryan-Rhys Griffiths D. Stork GAN 30 3 0 30 Jan 2021
Recovery of underdrawings and ghost-paintings via style transfer by deep convolutional neural networks: A digital tool for art scholars Anthony Bourached George H. Cann Ryan-Rhys Griffiths D. Stork GAN 25 8 0 04 Jan 2021
Very Deep VAEs Generalize Autoregressive Models and Can Outperform Them on Images R. Child BDL VLM 186 352 0 20 Nov 2020
Generative Model-Enhanced Human Motion Prediction Anthony Bourached Ryan-Rhys Griffiths Robert J. Gray A. Jha P. Nachev 63 15 0 05 Oct 2020
History Repeats Itself: Human Motion Prediction via Motion Attention Wei Mao Miaomiao Liu Mathieu Salzmann 88 292 0 23 Jul 2020
Dynamic Multiscale Graph Neural Networks for 3D Skeleton-Based Human Motion Prediction Maosen Li Siheng Chen Yangheng Zhao Ya Zhang Yanfeng Wang Qi Tian AI4CE 3DH 116 308 0 17 Mar 2020
ReZero is All You Need: Fast Convergence at Large Depth Thomas C. Bachlechner Bodhisattwa Prasad Majumder H. H. Mao G. Cottrell Julian McAuley AI4CE 83 282 0 10 Mar 2020
Decision-Making with Auto-Encoding Variational Bayes Romain Lopez Pierre Boyeau Nir Yosef Michael I. Jordan Jeffrey Regier BDL 513 10,591 0 17 Feb 2020
Raiders of the Lost Art Anthony Bourached George H. Cann GAN 32 7 0 10 Sep 2019
Learning Trajectory Dependencies for Human Motion Prediction Wei Mao Miaomiao Liu Mathieu Salzmann Hongdong Li 3DH 72 437 0 15 Aug 2019
Adaptive Sensor Placement for Continuous Spaces James A Grant A. Boukouvalas Ryan-Rhys Griffiths David S Leslie Sattar Vakili Enrique Munoz de Cote 47 13 0 16 May 2019
AMASS: Archive of Motion Capture as Surface Shapes Naureen Mahmood N. Ghorbani N. Troje Gerard Pons-Moll Michael J. Black 3DH 48 1,259 0 05 Apr 2019
Human Motion Prediction via Learning Local Structure Representations and Temporal Dependencies Xiao Guo Jongmoo Choi 3DH 59 97 0 20 Feb 2019
Monocular Total Capture: Posing Face, Body, and Hands in the Wild Donglai Xiang Hanbyul Joo Yaser Sheikh CVBM 3DH 75 328 0 04 Dec 2018
A Neural Temporal Model for Human Motion Prediction Anand Gopalakrishnan A. Mali Daniel Kifer C. Lee Giles Alexander Ororbia 3DH 74 176 0 09 Sep 2018
QuaterNet: A Quaternion-based Recurrent Model for Human Motion Dario Pavllo David Grangier Michael Auli 3DH 69 263 0 16 May 2018
Convolutional Sequence to Sequence Model for Human Dynamics Chen Li Zhen Zhang Wee Sun Lee Gim Hee Lee 3DH 68 327 0 02 May 2018
UMAP: Uniform Manifold Approximation and Projection for Dimension Reduction Leland McInnes John Healy James Melville 199 9,473 0 09 Feb 2018
Spatial Temporal Graph Convolutional Networks for Skeleton-Based Action Recognition Sijie Yan Yuanjun Xiong Dahua Lin GNN 244 4,179 0 23 Jan 2018
HP-GAN: Probabilistic 3D human motion prediction via GAN Emad Barsoum J. Kender Zicheng Liu 3DH 86 331 0 27 Nov 2017
Long-Term On-Board Prediction of People in Traffic Scenes under Uncertainty Apratim Bhattacharyya Mario Fritz Bernt Schiele 80 204 0 24 Nov 2017
Deep Video Generation, Prediction and Completion of Human Action Sequences Haoye Cai Chunyan Bai Yu-Wing Tai Chi-Keung Tang VGen 60 146 0 23 Nov 2017
On human motion prediction using recurrent neural networks Julieta Martinez Michael J. Black Javier Romero 3DH 98 936 0 06 May 2017
Deep representation learning for human motion prediction and classification Judith Butepage Michael J. Black Danica Kragic Hedvig Kjellström 3DH 72 425 0 24 Feb 2017
Semi-Supervised Classification with Graph Convolutional Networks Thomas Kipf Max Welling GNN SSL 665 29,156 0 09 Sep 2016
Concrete Problems in AI Safety Dario Amodei C. Olah Jacob Steinhardt Paul Christiano John Schulman Dandelion Mané 244 2,404 0 21 Jun 2016
Learning Convolutional Neural Networks for Graphs Mathias Niepert Mohamed Ahmed Konstantin Kutzkov GNN SSL 143 2,154 0 17 May 2016
A Survey of Motion Planning and Control Techniques for Self-driving Urban Vehicles B. Paden Michal Cap Sze Zheng Yong Dmitry S. Yershov Emilio Frazzoli 53 2,026 0 25 Apr 2016
Ladder Variational Autoencoders C. Sønderby T. Raiko Lars Maaløe Søren Kaae Sønderby Ole Winther BDL DRL 99 915 0 06 Feb 2016
Structural-RNN: Deep Learning on Spatio-Temporal Graphs Ashesh Jain Amir Zamir Silvio Savarese Ashutosh Saxena GNN 147 1,093 0 17 Nov 2015
Batch Normalization: Accelerating Deep Network Training by Reducing Internal Covariate Shift Sergey Ioffe Christian Szegedy OOD 465 43,341 0 11 Feb 2015
Adam: A Method for Stochastic Optimization Diederik P. Kingma Jimmy Ba ODL 2.1K 150,312 0 22 Dec 2014