HP-GAN: Probabilistic 3D human motion prediction via GAN

27 November 2017

Zicheng Liu

Papers citing "HP-GAN: Probabilistic 3D human motion prediction via GAN"

50 / 179 papers shown

Title
Diverse Human Motion Prediction via Gumbel-Softmax Sampling from an Auxiliary Space Lingwei Dang Yongwei Nie Chengjiang Long Qing Zhang Guiqing Li 3DH 17 33 0 15 Jul 2022
Learning Disentangled Representations for Controllable Human Motion Prediction Chunzhi Gu Junzhou Yu Chao Zhang DRL 6 10 0 04 Jul 2022
MoDi: Unconditional Motion Synthesis from Diverse Data Sigal Raab Inbal Leibovitch Peizhuo Li Kfir Aberman O. Sorkine-Hornung Daniel Cohen-Or DiffM 8 54 0 16 Jun 2022
Recurrent Transformer Variational Autoencoders for Multi-Action Motion Synthesis Rania Briq Chuhang Zou L. Pishchulin Christopher Broaddus Juergen Gall 8 1 0 14 Jun 2022
Weakly-supervised Action Transition Learning for Stochastic Human Motion Prediction Wei Mao Miaomiao Liu Mathieu Salzmann 28 28 0 31 May 2022
Towards Diverse and Natural Scene-aware 3D Human Motion Synthesis Jingbo Wang Yu Rong Jingyuan Liu Sijie Yan Dahua Lin Bo Dai 73 64 0 25 May 2022
Adversarial Attention for Human Motion Synthesis Matthew Malek-Podjaski F. Deligianni AAML 14 2 0 25 Apr 2022
TEMOS: Generating diverse human motions from textual descriptions Mathis Petrovich Michael J. Black Gül Varol 22 365 0 25 Apr 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 19 13 0 04 Apr 2022
PoseTriplet: Co-evolving 3D Human Pose Estimation, Imitation, and Hallucination under Self-supervision Kehong Gong Bingbing Li Jianfeng Zhang Tao Wang Jing Huang Michael Bi Mi Jiashi Feng Xinchao Wang SSL 11 43 0 29 Mar 2022
Implicit Neural Representations for Variable Length Human Motion Generation Pablo Cervantes Yusuke Sekikawa Ikuro Sato K. Shinoda 11 53 0 25 Mar 2022
Learning Hierarchical Cross-Modal Association for Co-Speech Gesture Generation Xian Liu Qianyi Wu Hang Zhou Yinghao Xu Rui Qian Xinyi Lin Xiaowei Zhou Wayne Wu Bo Dai Bolei Zhou SLR 18 69 0 24 Mar 2022
MotionAug: Augmentation with Physical Correction for Human Motion Prediction Takahiro Maeda Norimichi Ukita 14 14 0 17 Mar 2022
ActFormer: A GAN-based Transformer towards General Action-Conditioned 3D Human Motion Generation Liang Xu Ziyang Song Dongliang Wang Jing Su Zhicheng Fang ... Yichao Yan Xin Jin Xiaokang Yang Wenjun Zeng Wei Yu Wu ViT 22 31 0 15 Mar 2022
Motron: Multimodal Probabilistic Human Motion Forecasting Tim Salzmann Marco Pavone Markus Ryll 3DH 28 28 0 08 Mar 2022
3D Human Motion Prediction: A Survey Kedi Lyu Haipeng Chen Zhenguang Liu Beiqi Zhang Ruili Wang 3DH 16 53 0 03 Mar 2022
H4D: Human 4D Modeling by Learning Neural Compositional Representation Boyan Jiang Yinda Zhang Xingkui Wei Xiangyang Xue Yanwei Fu 3DH 13 19 0 02 Mar 2022
3D Skeleton-based Human Motion Prediction with Manifold-Aware GAN Baptiste Chopin N. Otberdout Mohamed Daoudi A. Bartolo 3DH 19 7 0 01 Mar 2022
Learning Human Motion Prediction via Stochastic Differential Equations Kedi Lyu Zhenguang Liu Shuang Wu Haipeng Chen Xuhong Zhang Yuyu Yin 8 17 0 21 Dec 2021
SAGA: Stochastic Whole-Body Grasping with Contact Y. Wu Jiahao Wang Yan Zhang Siwei Zhang Otmar Hilliges F. I. F. Richard Yu Siyu Tang SLR 21 60 0 19 Dec 2021
The Wanderings of Odysseus in 3D Scenes Yan Zhang Siyu Tang 6 48 0 16 Dec 2021
GLAMR: Global Occlusion-Aware Human Mesh Recovery with Dynamic Cameras Ye Yuan Umar Iqbal Pavlo Molchanov Kris M. Kitani Jan Kautz 3DH 29 115 0 02 Dec 2021
Dyadic Human Motion Prediction Isinsu Katircioglu C. Georgantas Mathieu Salzmann Pascal Fua 17 11 0 01 Dec 2021
Pose Representations for Deep Skeletal Animation Nefeli Andreou A. Aristidou Y. Chrysanthou 3DH 16 8 0 27 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 14 1 0 24 Nov 2021
Transferable Time-Series Forecasting under Causal Conditional Shift Zijian Li Ruichu Cai T. Fu Zhifeng Hao Kun Zhang TTA OOD AI4TS 18 22 0 05 Nov 2021
MUGL: Large Scale Multi Person Conditional Action Generation with Locomotion Shubh Maheshwari Debtanu Gupta Ravi Kiran Sarvadevabhatla 30 14 0 21 Oct 2021
Generative Adversarial Graph Convolutional Networks for Human Action Synthesis Bruno Degardin João Neves Vasco Lopes J. Brito Ehsan Yaghoubi Hugo Proencca GAN AI4CE 24 32 0 21 Oct 2021
A Survey on Deep Learning for Skeleton-Based Human Animation Lucas Mourot Ludovic Hoyet F. Clerc Francois Schnitzler Pierre Hellier 3DH 21 52 0 13 Oct 2021
Space-Time-Separable Graph Convolutional Network for Pose Forecasting Theodoros Sofianos Alessio Sampieri Luca Franco Fabio Galasso 3DH 31 141 0 09 Oct 2021
A Hierarchical Variational Neural Uncertainty Model for Stochastic Video Prediction Moitreya Chatterjee N. Ahuja A. Cherian UQCV VGen BDL 16 17 0 06 Oct 2021
GAN-based Reactive Motion Synthesis with Class-aware Discriminators for Human-human Interaction Qianhui Men Hubert P. H. Shum Edmond S. L. Ho Howard Leung 17 27 0 01 Oct 2021
Learning to Predict Diverse Human Motions from a Single Image via Mixture Density Networks Chunzhi Gu Yan Zhao Chao Zhang 3DH 19 8 0 13 Sep 2021
Generating Smooth Pose Sequences for Diverse Human Motion Prediction Wei Mao Miaomiao Liu Mathieu Salzmann 3DH 19 73 0 19 Aug 2021
Probabilistic Human Motion Prediction via A Bayesian Neural Network Jie Xu Xingyu Chen Xuguang Lan Nanning Zheng 3DH 13 3 0 14 Jul 2021
Adversarial Motion Modelling helps Semi-supervised Hand Pose Estimation Adrian Spurr Pavlo Molchanov Umar Iqbal Jan Kautz Otmar Hilliges 16 8 0 10 Jun 2021
Scene-aware Generative Network for Human Motion Synthesis Jingbo Wang Sijie Yan Bo Dai Dahua Lin 3DH 12 60 0 31 May 2021
Multi-Person Extreme Motion Prediction Wen Guo Xiaoyu Bie Xavier Alameda-Pineda Francesc Moreno-Noguer 3DH 29 55 0 18 May 2021
Human Motion Prediction Using Manifold-Aware Wasserstein GAN Baptiste Chopin N. Otberdout Mohamed Daoudi A. Bartolo 18 17 0 18 May 2021
SUPR-GAN: SUrgical PRediction GAN for Event Anticipation in Laparoscopic and Robotic Surgery Yutong Ban Guy Rosman J. Eckhoff Thomas M. Ward Daniel A. Hashimoto Taisei Kondo Hidekazu Iwaki O. Meireles Daniela Rus 14 8 0 10 May 2021
Action-Conditioned 3D Human Motion Synthesis with Transformer VAE Mathis Petrovich Michael J. Black Gül Varol ViT 12 388 0 12 Apr 2021
Flow-based Spatio-Temporal Structured Prediction of Motion Dynamics Mohsen Zand Ali Etemad Michael A. Greenspan AI4CE 13 5 0 09 Apr 2021
TRiPOD: Human Trajectory and Pose Dynamics Forecasting in the Wild Vida Adeli Mahsa Ehsanpour Ian Reid Juan Carlos Niebles Silvio Savarese Ehsan Adeli Hamid Rezatofighi 22 57 0 08 Apr 2021
Synthesis of Compositional Animations from Textual Descriptions Anindita Ghosh N. Cheema Cennet Oguz Christian Theobalt P. Slusallek 23 136 0 26 Mar 2021
Aggregated Multi-GANs for Controlled 3D Human Motion Prediction Zhenguang Liu Kedi Lyu Shuang Wu Haipeng Chen Y. Hao S. Ji 3DH AI4CE 20 47 0 17 Mar 2021
Behavior-Driven Synthesis of Human Dynamics A. Blattmann Timo Milbich Michael Dorkenwald Bjorn Ommer 28 14 0 08 Mar 2021
Single-Shot Motion Completion with Transformer Yinglin Duan Tianyang Shi Zhengxia Zou Yenan Lin Zhehui Qian Bohan Zhang U. Michigan ViT 6 75 0 01 Mar 2021
Robust Motion In-betweening Félix G. Harvey Mike Yurick Derek Nowrouzezahrai C. Pal VGen 24 245 0 09 Feb 2021
A causal convolutional neural network for multi-subject motion modeling and generation Shuaiying Hou Congyi Wang Wenlin Zhuang Yu Chen Yangang Wang Hujun Bao Jinxiang Chai Weiwei Xu 12 3 0 28 Jan 2021
3D Human motion anticipation and classification Emad Barsoum J. Kender Zicheng Liu 3DH 16 1 0 31 Dec 2020