Towards Diverse and Natural Scene-aware 3D Human Motion Synthesis

25 May 2022

Papers citing "Towards Diverse and Natural Scene-aware 3D Human Motion Synthesis"

34 / 34 papers shown

Title
Absolute Coordinates Make Motion Generation Easy Zichong Meng Zeyu Han Xiaogang Peng Yiming Xie Huaizu Jiang 159 0 0 26 May 2025
CBIL: Collective Behavior Imitation Learning for Fish from Real Videos Yifan Wu Zhiyang Dou Yuko Ishiwaka Shun Ogawa Yuke Lou Wenping Wang Lingjie Liu Taku Komura 200 3 0 31 Mar 2025
DICE: End-to-end Deformation Capture of Hand-Face Interactions from a Single Image Qingxuan Wu Zhiyang Dou Sirui Xu Soshi Shimada Chen Wang ... Taku Komura Vladislav Golyanik Christian Theobalt Wenping Wang Lingjie Liu CVBM 3DH 129 5 0 26 Jun 2024
Synthesizing Physically Plausible Human Motions in 3D Scenes Liang Pan Jingbo Wang Buzhen Huang Junyu Zhang Haofan Wang Xu Tang Yangang Wang 62 29 0 17 Aug 2023
Stochastic Scene-Aware Motion Prediction Mohamed Hassan Duygu Ceylan Ruben Villegas Jun Saito Jimei Yang Yi Zhou Michael J. Black VGen 57 178 0 18 Aug 2021
Scene-aware Generative Network for Human Motion Synthesis Jingbo Wang Sijie Yan Bo Dai Dahua Lin 3DH 55 79 0 31 May 2021
Action-Conditioned 3D Human Motion Synthesis with Transformer VAE Mathis Petrovich Michael J. Black Gül Varol ViT 102 503 0 12 Apr 2021
Robust Motion In-betweening Félix G. Harvey Mike Yurick Derek Nowrouzezahrai C. Pal VGen 78 259 0 09 Feb 2021
Populating 3D Scenes by Learning Human-Scene Interaction Mohamed Hassan Partha Ghosh J. Tesch Dimitrios Tzionas Michael J. Black 3DH 72 146 0 21 Dec 2020
We are More than Our Joints: Predicting how 3D Bodies Move Yan Zhang Michael J. Black Siyu Tang 3DH 79 130 0 01 Dec 2020
GRAB: A Dataset of Whole-Body Human Grasping of Objects Omid Taheri N. Ghorbani Michael J. Black Dimitrios Tzionas 3DH 73 378 0 25 Aug 2020
Hierarchical Style-based Networks for Motion Synthesis Jingwei Xu Huazhe Xu Bingbing Ni Xiaokang Yang Xinyu Wang Trevor Darrell 3DH 73 31 0 24 Aug 2020
Action2Motion: Conditioned Generation of 3D Human Motions Chuan Guo Wei Ji Sen Wang Shihao Zou Qingyao Sun Annan Deng Minglun Gong Li Cheng 71 420 0 30 Jul 2020
Long-term Human Motion Prediction with Scene Context Zhe Cao Hang Gao K. Mangalam Qi-Zhi Cai Minh Vo Jitendra Malik 3DH 102 251 0 07 Jul 2020
DLow: Diversifying Latent Flows for Diverse Human Motion Prediction Ye Yuan Kris Kitani DiffM 93 243 0 18 Mar 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 113 308 0 17 Mar 2020
Decision-Making with Auto-Encoding Variational Bayes Romain Lopez Pierre Boyeau Nir Yosef Michael I. Jordan Jeffrey Regier BDL 416 10,591 0 17 Feb 2020
Generating 3D People in Scenes without People Yan Zhang Mohamed Hassan Heiko Neumann Michael J. Black Siyu Tang 3DH 75 152 0 05 Dec 2019
Resolving 3D Human Pose Ambiguities with 3D Scene Constraints Mohamed Hassan Vasileios Choutas Dimitrios Tzionas Michael J. Black 3DH 73 295 0 20 Aug 2019
Learning Trajectory Dependencies for Human Motion Prediction Wei Mao Miaomiao Liu Mathieu Salzmann Hongdong Li 3DH 72 437 0 15 Aug 2019
Expressive Body Capture: 3D Hands, Face, and Body from a Single Image Georgios Pavlakos Vasileios Choutas N. Ghorbani Timo Bolkart Ahmed A. A. Osman Dimitrios Tzionas Michael J. Black 3DH 55 1,717 0 11 Apr 2019
On the Continuity of Rotation Representations in Neural Networks Yi Zhou Connelly Barnes Jingwan Lu Jimei Yang Hao Li 3DH 77 1,289 0 17 Dec 2018
Pose Guided Human Video Generation Ceyuan Yang Zhe Wang Xinge Zhu Chen Huang Jianping Shi Dahua Lin GAN 46 147 0 30 Jul 2018
QuaterNet: A Quaternion-based Recurrent Model for Human Motion Dario Pavllo David Grangier Michael Auli 3DH 69 263 0 16 May 2018
Spatial Temporal Graph Convolutional Networks for Skeleton-Based Action Recognition Sijie Yan Yuanjun Xiong Dahua Lin GNN 241 4,172 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
Deep Video Generation, Prediction and Completion of Human Action Sequences Haoye Cai Chunyan Bai Yu-Wing Tai Chi-Keung Tang VGen 58 146 0 23 Nov 2017
Matterport3D: Learning from RGB-D Data in Indoor Environments Angel X. Chang Angela Dai Thomas Funkhouser Maciej Halber Matthias Nießner Manolis Savva Shuran Song Andy Zeng Yinda Zhang 3DV 3DPC 189 1,901 0 18 Sep 2017
Attention Is All You Need Ashish Vaswani Noam M. Shazeer Niki Parmar Jakob Uszkoreit Llion Jones Aidan Gomez Lukasz Kaiser Illia Polosukhin 3DV 704 131,652 0 12 Jun 2017
On human motion prediction using recurrent neural networks Julieta Martinez Michael J. Black Javier Romero 3DH 96 936 0 06 May 2017
PointNet: Deep Learning on Point Sets for 3D Classification and Segmentation C. Qi Hao Su Kaichun Mo Leonidas Guibas 3DH 3DPC 3DV PINN 487 14,320 0 02 Dec 2016
Semi-Supervised Classification with Graph Convolutional Networks Thomas Kipf Max Welling GNN SSL 644 29,076 0 09 Sep 2016
Adam: A Method for Stochastic Optimization Diederik P. Kingma Jimmy Ba ODL 1.9K 150,115 0 22 Dec 2014
Sequence to Sequence Learning with Neural Networks Ilya Sutskever Oriol Vinyals Quoc V. Le AIMat 437 20,568 0 10 Sep 2014