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
Hierarchical Generation of Human-Object Interactions with Diffusion Probabilistic Models Huaijin Pi Sida Peng Minghui Yang Xiaowei Zhou Hujun Bao DiffM 70 31 0 03 Oct 2023
DROP: Dynamics Responses from Human Motion Prior and Projective Dynamics Yifeng Jiang Jungdam Won Yuting Ye C. Karen Liu AI4CE VGen SyDa 19 8 0 24 Sep 2023
What is the Best Automated Metric for Text to Motion Generation? Jordan Voas Yili Wang Qixing Huang Raymond Mooney EGVM 23 12 0 19 Sep 2023
Unified Human-Scene Interaction via Prompted Chain-of-Contacts Zeqi Xiao Tai Wang Jingbo Wang Jinkun Cao Wenwei Zhang Bo Dai Dahua Lin Jiangmiao Pang 28 64 0 14 Sep 2023
AttT2M: Text-Driven Human Motion Generation with Multi-Perspective Attention Mechanism Chongyang Zhong Lei Hu Zihao Zhang Shihong Xia 13 55 0 02 Sep 2023
AI-Generated Content (AIGC) for Various Data Modalities: A Survey Lin Geng Foo Hossein Rahmani J. Liu 52 30 0 27 Aug 2023
Controlling Character Motions without Observable Driving Source Weiyuan Li Bin Dai Ziyi Zhou Qi Yao Baoyuan Wang VGen 6 1 0 11 Aug 2023
TransFusion: A Practical and Effective Transformer-based Diffusion Model for 3D Human Motion Prediction Sibo Tian Minghui Zheng Xiao Liang DiffM 24 9 0 30 Jul 2023
Gait Data Augmentation using Physics-Based Biomechanical Simulation Mritula Chandrasekaran J. Francik Dimitrios Makris 10 3 0 16 Jul 2023
DE-TGN: Uncertainty-Aware Human Motion Forecasting using Deep Ensembles Kareem A. Eltouny Wansong Liu Sibo Tian Minghui Zheng Xiao Liang 3DH 16 7 0 07 Jul 2023
The MI-Motion Dataset and Benchmark for 3D Multi-Person Motion Prediction Xiaogang Peng Xiao Zhou Yikai Luo Hao Wen Yu Ding Zizhao Wu 3DH 19 2 0 23 Jun 2023
A Graph Neural Network Approach for Temporal Mesh Blending and Correspondence Aalok Gangopadhyay A. N. Harish Prajwal Singh S. Raman 3DH AI4CE 20 0 0 23 Jun 2023
MotionGPT: Finetuned LLMs Are General-Purpose Motion Generators Yaqi Zhang Di Huang B. Liu Shixiang Tang Yan Lu Lu Chen Lei Bai Qi Chu Nenghai Yu Wanli Ouyang 65 96 0 19 Jun 2023
R2-Diff: Denoising by diffusion as a refinement of retrieved motion for image-based motion prediction Takeru Oba Norimichi Ukita DiffM 19 1 0 15 Jun 2023
Motion-DVAE: Unsupervised learning for fast human motion denoising Guénolé Fiche Simon Leglaive Xavier Alameda-Pineda Renaud Séguier VGen DiffM 3DH 21 2 0 09 Jun 2023
Stochastic Multi-Person 3D Motion Forecasting Sirui Xu Yu-xiong Wang Liangyan Gui DiffM 12 23 0 08 Jun 2023
MotionDiffuser: Controllable Multi-Agent Motion Prediction using Diffusion C. Jiang Andre Cornman C. Park Benjamin Sapp Yin Zhou Drago Anguelov DiffM 24 68 0 05 Jun 2023
Interactive Character Control with Auto-Regressive Motion Diffusion Models Yi Shi Jingbo Wang Xuekun Jiang Bingkun Lin Bo Dai Xue Bin Peng DiffM AI4CE 17 19 0 01 Jun 2023
Towards Consistent Stochastic Human Motion Prediction via Motion Diffusion Jiarui Sun Girish Chowdhary DiffM 29 6 0 21 May 2023
ContactArt: Learning 3D Interaction Priors for Category-level Articulated Object and Hand Poses Estimation Zehao Zhu Jiashun Wang Yuzhe Qin Deqing Sun Varun Jampani Xiaolong Wang DiffM 43 13 0 02 May 2023
SINC: Spatial Composition of 3D Human Motions for Simultaneous Action Generation Nikos Athanasiou Mathis Petrovich Michael J. Black Gül Varol 10 38 0 20 Apr 2023
Meta-Auxiliary Learning for Adaptive Human Pose Prediction Qiongjie Cui Huaijiang Sun Jianfeng Lu Bin Li Weiqing Li 3DH OOD 28 5 0 13 Apr 2023
CAMS: CAnonicalized Manipulation Spaces for Category-Level Functional Hand-Object Manipulation Synthesis Juntian Zheng Qingyuan Zheng Lixing Fang Yun-Hai Liu Li Yi 13 45 0 25 Mar 2023
Trajectory-Aware Body Interaction Transformer for Multi-Person Pose Forecasting Xiaogang Peng Siyuan Mao Zizhao Wu 10 18 0 09 Mar 2023
Can We Use Diffusion Probabilistic Models for 3D Motion Prediction? Hyemin Ahn Esteve Valls Mascaro Dongheui Lee VGen DiffM 14 22 0 28 Feb 2023
Single Motion Diffusion Sigal Raab Inbal Leibovitch Guy Tevet Moab Arar Amit H. Bermano Daniel Cohen-Or DiffM VGen 11 32 0 12 Feb 2023
Data-Driven Stochastic Motion Evaluation and Optimization with Image by Spatially-Aligned Temporal Encoding Takeru Oba Norimichi Ukita 19 3 0 10 Feb 2023
Diverse Human Motion Prediction Guided by Multi-Level Spatial-Temporal Anchors Sirui Xu Yu-xiong Wang Liangyan Gui 21 43 0 09 Feb 2023
HumanMAC: Masked Motion Completion for Human Motion Prediction Ling-Hao Chen Jiawei Zhang Ye-rong Li Yiren Pang Xiaobo Xia Tongliang Liu DiffM VGen 22 54 0 07 Feb 2023
T2M-GPT: Generating Human Motion from Textual Descriptions with Discrete Representations Jianrong Zhang Yangsong Zhang Xiaodong Cun Shaoli Huang Yong Zhang Hongwei Zhao Hongtao Lu Xiaodong Shen 25 311 0 15 Jan 2023
Modiff: Action-Conditioned 3D Motion Generation with Denoising Diffusion Probabilistic Models Mengyi Zhao Mengyuan Liu Bin Ren Shuling Dai N. Sebe DiffM VGen 22 16 0 10 Jan 2023
MultiAct: Long-Term 3D Human Motion Generation from Multiple Action Labels T. Lee Gyeongsik Moon Kyoung Mu Lee 11 40 0 12 Dec 2022
PhysDiff: Physics-Guided Human Motion Diffusion Model Ye Yuan Jiaming Song Umar Iqbal Arash Vahdat Jan Kautz VGen DiffM 18 234 0 05 Dec 2022
Energy-based Generative Models for Target-specific Drug Discovery Junde Li Collin Beaudoin Swaroop Ghosh MedIm 24 3 0 05 Dec 2022
FutureHuman3D: Forecasting Complex Long-Term 3D Human Behavior from Video Observations Christian Diller Thomas Funkhouser Angela Dai 20 1 0 25 Nov 2022
BeLFusion: Latent Diffusion for Behavior-Driven Human Motion Prediction Germán Barquero Sergio Escalera Cristina Palmero VGen DiffM 14 67 0 25 Nov 2022
PoseGPT: Quantization-based 3D Human Motion Generation and Forecasting Thomas Lucas Fabien Baradel Philippe Weinzaepfel Grégory Rogez 10 67 0 19 Oct 2022
HUMANISE: Language-conditioned Human Motion Generation in 3D Scenes Zan Wang Yixin Chen Tengyu Liu Yixin Zhu Wei Liang Siyuan Huang 18 71 0 18 Oct 2022
Human Joint Kinematics Diffusion-Refinement for Stochastic Motion Prediction Dong Wei Huaijiang Sun Bin Li Jianfeng Lu Weiqing Li Xiaoning Sun Sheng-liang Hu DiffM VGen 19 34 0 12 Oct 2022
A generic diffusion-based approach for 3D human pose prediction in the wild Saeed Saadatnejad Ali-Ahmad Rasekh Mohammadreza Mofayezi Yasamin Medghalchi Sara Rajabzadeh Taylor Mordan Alexandre Alahi DiffM 16 34 0 11 Oct 2022
Skeleton2Humanoid: Animating Simulated Characters for Physically-plausible Motion In-betweening Yunhao Li Zhenbo Yu Yucheng Zhu Bingbing Ni Guangtao Zhai Wei Shen 33 9 0 09 Oct 2022
NEURAL MARIONETTE: A Transformer-based Multi-action Human Motion Synthesis System Weiqiang Wang Xuefei Zhe Huan Chen Di Kang Tingguang Li Ruizhi Chen Linchao Bao 39 5 0 27 Sep 2022
DMMGAN: Diverse Multi Motion Prediction of 3D Human Joints using Attention-Based Generative Adverserial Network Payam Nikdel Mohammad Mahdavian Mo Chen 3DH 22 8 0 13 Sep 2022
TEACH: Temporal Action Composition for 3D Humans Nikos Athanasiou Mathis Petrovich Michael J. Black Gül Varol 78 138 0 09 Sep 2022
MotionDiffuse: Text-Driven Human Motion Generation with Diffusion Model Mingyuan Zhang Zhongang Cai Liang Pan Fangzhou Hong Xinying Guo Lei Yang Ziwei Liu DiffM VGen 13 534 0 31 Aug 2022
PoseBERT: A Generic Transformer Module for Temporal 3D Human Modeling Fabien Baradel Romain Brégier Thibault Groueix Philippe Weinzaepfel Yannis Kalantidis Grégory Rogez ViT 13 14 0 22 Aug 2022
SoMoFormer: Social-Aware Motion Transformer for Multi-Person Motion Prediction Xiaogang Peng Yaodi Shen Haoran Wang Binling Nie Yigang Wang Zizhao Wu ViT 23 6 0 19 Aug 2022
3D Pose Based Feedback for Physical Exercises Ziyi Zhao Sena Kiciroglu Hugues Vinzant Yuan-Chen Cheng Isinsu Katircioglu Mathieu Salzmann Pascal Fua 3DH SSL 25 15 0 05 Aug 2022
Pose-NDF: Modeling Human Pose Manifolds with Neural Distance Fields Garvita Tiwari Dimitrije Antic J. E. Lenssen N. Sarafianos Tony Tung Gerard Pons-Moll 3DH 32 90 0 27 Jul 2022
Hierarchically Self-Supervised Transformer for Human Skeleton Representation Learning Yuxiao Chen Long Zhao Jianbo Yuan Yu Tian Zhaoyang Xia Shijie Geng Ligong Han Dimitris N. Metaxas ViT 17 32 0 20 Jul 2022