Action-Conditioned 3D Human Motion Synthesis with Transformer VAE

12 April 2021

Papers citing "Action-Conditioned 3D Human Motion Synthesis with Transformer VAE"

50 / 123 papers shown

Title
MoConVQ: Unified Physics-Based Motion Control via Scalable Discrete Representations Heyuan Yao Zhenhua Song Yuyang Zhou Tenglong Ao Baoquan Chen Libin Liu 23 38 0 16 Oct 2023
AI-Generated Content (AIGC) for Various Data Modalities: A Survey Lin Geng Foo Hossein Rahmani Jun Liu 78 31 0 27 Aug 2023
Reconstructing Interacting Hands with Interaction Prior from Monocular Images Binghui Zuo Zimeng Zhao Wenqian Sun Wei Xie Zhou Xue Yangang Wang 3DH 33 15 0 27 Aug 2023
Language-guided Human Motion Synthesis with Atomic Actions Yuanhao Zhai Mingzhen Huang Tianyu Luan Lu Dong Ifeoma Nwogu Siwei Lyu David Doermann Junsong Yuan 48 11 0 18 Aug 2023
DiffDance: Cascaded Human Motion Diffusion Model for Dance Generation Qiaosong Qi Le Zhuo Aixi Zhang Yue Liao Fei Fang Si Liu Shuicheng Yan 19 22 0 05 Aug 2023
Human Motion Generation: A Survey Wentao Zhu Xiaoxuan Ma Dongwoo Ro Hai Ci Jinlu Zhang Jiaxin Shi Feng Gao Qi Tian Yizhou Wang VGen 47 53 0 20 Jul 2023
Pose-aware Attention Network for Flexible Motion Retargeting by Body Part Lei Hu Zihao Zhang Chongyang Zhong Boyuan Jiang Shi-hong Xia 35 7 0 13 Jun 2023
Dance Generation by Sound Symbolic Words Miki Okamura Naruya Kondo Tatsuki Fushimi Maki Sakamoto Yoichi Ochiai 32 4 0 06 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 45 20 0 01 Jun 2023
Bi-fidelity Variational Auto-encoder for Uncertainty Quantification Nuojin Cheng Osman Asif Malik Subhayan De Stephen Becker Alireza Doostan 29 9 0 25 May 2023
InterGen: Diffusion-based Multi-human Motion Generation under Complex Interactions Hanming Liang Wenqian Zhang Wenxu Li Jingyi Yu Lan Xu DiffM VGen 29 101 0 12 Apr 2023
DeFeeNet: Consecutive 3D Human Motion Prediction with Deviation Feedback Xiaoning Sun Huaijiang Sun Bin Li Dong Wei Weiqing Li Jianfeng Lu 3DH 36 6 0 10 Apr 2023
Generating Continual Human Motion in Diverse 3D Scenes Aymen Mir Xavier Puig Angjoo Kanazawa Gerard Pons-Moll 3DH 37 27 0 04 Apr 2023
ReMoDiffuse: Retrieval-Augmented Motion Diffusion Model Mingyuan Zhang Xinying Guo Liang Pan Zhongang Cai Fangzhou Hong Huirong Li Lei Yang Ziwei Liu DiffM VGen 44 157 0 03 Apr 2023
CIRCLE: Capture In Rich Contextual Environments Joao Pedro Araujo Jiaman Li Karthik Vetrivel Rishi G. Agarwal Deepak Gopinath Jiajun Wu Alexander Clegg Chenxi Liu VGen 32 49 0 31 Mar 2023
Diverse Motion In-betweening with Dual Posture Stitching Tianxiang Ren Jubo Yu Shihui Guo Ying Ma Yutao Ouyang Zi-Xin Zeng Yazhan Zhang Yipeng Qin VGen DiffM 28 2 0 25 Mar 2023
CAMS: CAnonicalized Manipulation Spaces for Category-Level Functional Hand-Object Manipulation Synthesis Juntian Zheng Qingyuan Zheng Lixing Fang Yun-Hai Liu Li Yi 33 45 0 25 Mar 2023
Task-Oriented Human-Object Interactions Generation with Implicit Neural Representations Quanzhou Li Jingbo Wang Chen Change Loy Bo Dai 39 25 0 23 Mar 2023
Data-Driven Stochastic Motion Evaluation and Optimization with Image by Spatially-Aligned Temporal Encoding Takeru Oba Norimichi Ukita 23 3 0 10 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 42 57 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 50 331 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 34 20 0 10 Jan 2023
Locomotion-Action-Manipulation: Synthesizing Human-Scene Interactions in Complex 3D Environments Jiye Lee Hanbyul Joo 31 37 0 09 Jan 2023
IMos: Intent-Driven Full-Body Motion Synthesis for Human-Object Interactions Anindita Ghosh Rishabh Dabral Vladislav Golyanik Christian Theobalt P. Slusallek DiffM 46 85 0 14 Dec 2022
MultiAct: Long-Term 3D Human Motion Generation from Multiple Action Labels T. Lee Gyeongsik Moon Kyoung Mu Lee 34 41 0 12 Dec 2022
MoFusion: A Framework for Denoising-Diffusion-based Motion Synthesis Rishabh Dabral Muhammad Hamza Mughal Vladislav Golyanik Christian Theobalt DiffM VGen 37 171 0 08 Dec 2022
Muscles in Action Mia Chiquier Carl Vondrick 11 1 0 05 Dec 2022
PaCMO: Partner Dependent Human Motion Generation in Dyadic Human Activity using Neural Operators Md Ashiqur Rahman Jasorsi Ghosh Hrishikesh Viswanath Kamyar Azizzadenesheli Aniket Bera 29 8 0 25 Nov 2022
Biologically-Inspired Continual Learning of Human Motion Sequences Joachim Ott Shihao Liu 29 0 0 02 Nov 2022
Autoregressive GAN for Semantic Unconditional Head Motion Generation Louis Airale Xavier Alameda-Pineda Stéphane Lathuilière Dominique Vaufreydaz 25 3 0 02 Nov 2022
Synthesizer Preset Interpolation using Transformer Auto-Encoders G. Vaillant Thierry Dutoit 19 3 0 27 Oct 2022
Learning Variational Motion Prior for Video-based Motion Capture Xin Chen Zhuo Su Lingbo Yang Pei Cheng Lan Xu Bin-Bin Fu Gang Yu 28 15 0 27 Oct 2022
PoseGPT: Quantization-based 3D Human Motion Generation and Forecasting Thomas Lucas Fabien Baradel Philippe Weinzaepfel Grégory Rogez 22 70 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 48 104 0 18 Oct 2022
ControlVAE: Model-Based Learning of Generative Controllers for Physics-Based Characters Heyuan Yao Zhenhua Song B. Chen Libin Liu DRL VGen 16 41 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 19 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 41 9 0 09 Oct 2022
Decanus to Legatus: Synthetic training for 2D-3D human pose lifting Yue Zhu David Picard 3DH 34 3 0 05 Oct 2022
Human Motion Diffusion Model Guy Tevet Sigal Raab Brian Gordon Yonatan Shafir Daniel Cohen-Or Amit H. Bermano DiffM VGen 226 724 0 29 Sep 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 54 5 0 27 Sep 2022
FLAME: Free-form Language-based Motion Synthesis & Editing Jihoon Kim Jiseob Kim Sungjoon Choi VGen 33 197 0 01 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 58 541 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 27 14 0 22 Aug 2022
Compositional Human-Scene Interaction Synthesis with Semantic Control Kaifeng Zhao Shaofei Wang Yan Zhang Thabo Beeler Siyu Tang 32 65 0 26 Jul 2022
Intention-Conditioned Long-Term Human Egocentric Action Forecasting Esteve Valls Mascaro Hyemin Ahn Dongheui Lee EgoV 27 28 0 25 Jul 2022
Interaction Mix and Match: Synthesizing Close Interaction using Conditional Hierarchical GAN with Multi-Hot Class Embedding Aman Goel Qianhui Men Edmond S. L. Ho 40 7 0 23 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 21 32 0 20 Jul 2022
Interaction Transformer for Human Reaction Generation Baptiste Chopin Hao Tang N. Otberdout Mohamed Daoudi N. Sebe ViT 38 27 0 04 Jul 2022
Programmatic Concept Learning for Human Motion Description and Synthesis Sumith Kulal Jiayuan Mao A. Aiken Jiajun Wu 33 7 0 27 Jun 2022
Representing motion as a sequence of latent primitives, a flexible approach for human motion modelling Mathieu Marsot Stefanie Wuhrer Jean-Sébastien Franco Anne Hélene Olivier 25 2 0 27 Jun 2022