Human Motion Generation: A Survey

20 July 2023

Papers citing "Human Motion Generation: A Survey"

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Title
MixerMDM: Learnable Composition of Human Motion Diffusion Models Pablo Ruiz-Ponce Germán Barquero Cristina Palmero Sergio Escalera José García Rodríguez DiffM 53 0 0 01 Apr 2025
Motion Anything: Any to Motion Generation Zeyu Zhang Yiran Wang Wei Mao Danning Li Rui Zhao Biao Wu Zirui Song Bohan Zhuang Ian Reid Richard I. Hartley DiffM VGen 51 1 0 13 Mar 2025
Global Position Aware Group Choreography using Large Language Model Haozhou Pang Tianwei Ding Lanshan He Qi Gan SLR 65 0 0 12 Mar 2025
Synthetic Data Generation of Body Motion Data by Neural Gas Network for Emotion Recognition Seyed Muhammad Hossein Mousavi 36 0 0 11 Mar 2025
EigenActor: Variant Body-Object Interaction Generation Evolved from Invariant Action Basis Reasoning Xuehao Gao Yang Yang Shaoyi Du Yang Wu Y. Liu Guo-Jun Qi 26 1 0 01 Mar 2025
Can Pose Transfer Models Generate Realistic Human Motion? Vaclav Knapp Matyas Bohacek 34 0 0 28 Jan 2025
BioPose: Biomechanically-accurate 3D Pose Estimation from Monocular Videos Farnoosh Koleini Muhammad Usama Saleem Pu Wang Hongfei Xue Ahmed Helmy Abbey Fenwick 3DH 49 1 0 14 Jan 2025
Motion Generation Review: Exploring Deep Learning for Lifelike Animation with Manifold Jiayi Zhao Dongdong Weng Qiuxin Du Zeyu Tian 66 0 0 12 Dec 2024
MotionLLaMA: A Unified Framework for Motion Synthesis and Comprehension Zeyu Ling Bo Han Shiyang Li H. Shen Jikang Cheng Changqing Zou 79 1 0 26 Nov 2024
MotionGlot: A Multi-Embodied Motion Generation Model Sudarshan Harithas Srinath Sridhar 63 1 0 22 Oct 2024
MotionRL: Align Text-to-Motion Generation to Human Preferences with Multi-Reward Reinforcement Learning Xiaoyang Liu Yunyao Mao Wengang Zhou Houqiang Li 16 0 0 09 Oct 2024
Replace Anyone in Videos Xiang Wang Shiwei Zhang Haonan Qiu Ruihang Chu Zekun Li Y. Zhang Changxin Gao Yuehuan Wang Chunhua Shen Nong Sang VGen DiffM 58 1 0 30 Sep 2024
Target Pose Guided Whole-body Grasping Motion Generation for Digital Humans Quanquan Shao Yi Fang 29 0 0 26 Sep 2024
Autonomous LLM-Enhanced Adversarial Attack for Text-to-Motion Honglei Miao Fan Ma Ruijie Quan Kun Zhan Yi Yang AAML 20 0 0 01 Aug 2024
Local Action-Guided Motion Diffusion Model for Text-to-Motion Generation Peng Jin Hao Li Ze-Long Cheng Kehan Li Runyi Yu Chang-Shu Liu Xiangyang Ji Li-ming Yuan Jie Chen DiffM 14 0 0 15 Jul 2024
A Comprehensive Survey on Human Video Generation: Challenges, Methods, and Insights Wentao Lei Jinting Wang Fengji Ma Guanjie Huang Li Liu VGen EGVM 60 8 0 11 Jul 2024
Aligning Human Motion Generation with Human Perceptions Haoru Wang Wentao Zhu Luyi Miao Yishu Xu Feng Gao Qi Tian Yizhou Wang EGVM 34 1 0 02 Jul 2024
A Survey on 3D Human Avatar Modeling -- From Reconstruction to Generation Ruihe Wang Yukang Cao Kai Han Kwan-Yee K. Wong 32 2 0 06 Jun 2024
MotionDreamer: Zero-Shot 3D Mesh Animation from Video Diffusion Models Lukas Uzolas E. Eisemann Petr Kellnhofer 27 1 0 30 May 2024
A Cross-Dataset Study for Text-based 3D Human Motion Retrieval Léore Bensabath Mathis Petrovich Gül Varol 25 2 0 27 May 2024
Learning Generalizable Human Motion Generator with Reinforcement Learning Yunyao Mao Xiaoyang Liu Wen-gang Zhou Zhenbo Lu Houqiang Li 16 2 0 24 May 2024
RingID: Rethinking Tree-Ring Watermarking for Enhanced Multi-Key Identification Hai Ci Pei Yang Yiren Song Mike Zheng Shou 21 3 0 22 Apr 2024
Generating Human Interaction Motions in Scenes with Text Control Hongwei Yi Justus Thies Michael J. Black Xue Bin Peng Davis Rempe VGen DiffM 23 37 0 16 Apr 2024
in2IN: Leveraging individual Information to Generate Human INteractions Pablo Ruiz-Ponce Germán Barquero Cristina Palmero Sergio Escalera Jose J. García Rodríguez VGen DiffM 23 6 0 15 Apr 2024
Towards Variable and Coordinated Holistic Co-Speech Motion Generation Yifei Liu Qiong Cao Yandong Wen Huaiguang Jiang Changxing Ding SLR 56 13 0 30 Mar 2024
Move as You Say, Interact as You Can: Language-guided Human Motion Generation with Scene Affordance Zan Wang Yixin Chen Baoxiong Jia Puhao Li Jinlu Zhang Jingze Zhang Tengyu Liu Yixin Zhu Wei Liang Siyuan Huang VGen DiffM 33 36 0 26 Mar 2024
LaserHuman: Language-guided Scene-aware Human Motion Generation in Free Environment Peishan Cong Ziyi Wang Zhiyang Dou Yiming Ren Wei Yin Kai-Sheng Cheng Yujing Sun Xiaoxiao Long Xinge Zhu Yuexin Ma VGen 37 17 0 20 Mar 2024
Efficient Action Counting with Dynamic Queries Zishi Li Xiaoxuan Ma Qiuyan Shang Wentao Zhu Hai Ci Yu Qiao Yizhou Wang 19 1 0 03 Mar 2024
Seamless Human Motion Composition with Blended Positional Encodings Germán Barquero Sergio Escalera Cristina Palmero DiffM 26 26 0 23 Feb 2024
Real-time Holistic Robot Pose Estimation with Unknown States Shikun Ban Juling Fan Xiaoxuan Ma Wentao Zhu Yu Qiao Yizhou Wang 20 0 0 08 Feb 2024
Multi-Track Timeline Control for Text-Driven 3D Human Motion Generation Mathis Petrovich Or Litany Umar Iqbal Michael J. Black Gül Varol Xue Bin Peng Davis Rempe DiffM VGen 19 40 0 16 Jan 2024
Freetalker: Controllable Speech and Text-Driven Gesture Generation Based on Diffusion Models for Enhanced Speaker Naturalness Sicheng Yang Zunnan Xu Haiwei Xue Yongkang Cheng Shaoli Huang Mingming Gong Zhiyong Wu DiffM VGen 17 11 0 07 Jan 2024
Motion Flow Matching for Human Motion Synthesis and Editing Vincent Tao Hu Wenzhe Yin Pingchuan Ma Yunlu Chen Basura Fernando Yuki M. Asano E. Gavves Pascal Mettes Bjorn Ommer Cees G. M. Snoek DiffM 17 9 0 14 Dec 2023
FG-MDM: Towards Zero-Shot Human Motion Generation via Fine-Grained Descriptions Xu Shi Wei Yao Chuanchen Luo Junran Peng Hongwen Zhang Yunlian Sun VGen 16 4 0 05 Dec 2023
Social Motion Prediction with Cognitive Hierarchies Wentao Zhu Jason Qin Yuke Lou Hang Ye Xiaoxuan Ma Hai Ci Yizhou Wang 11 9 0 08 Nov 2023
GestureDiffuCLIP: Gesture Diffusion Model with CLIP Latents Tenglong Ao Zeyi Zhang Libin Liu DiffM VGen 63 88 0 26 Mar 2023
3D Human Mesh Estimation from Virtual Markers Xiaoxuan Ma Jiajun Su Chun-yu Wang Wenjie Zhu Yizhou Wang 3DH 35 47 0 21 Mar 2023
Being Comes from Not-being: Open-vocabulary Text-to-Motion Generation with Wordless Training Junfan Lin Jianlong Chang Lingbo Liu Guanbin Li Liang Lin Qi Tian Changan Chen VGen 27 26 0 28 Oct 2022
Contact-aware Human Motion Forecasting Wei Mao Miaomiao Liu Richard I. Hartley Mathieu Salzmann 3DH 48 25 0 08 Oct 2022
Human Motion Diffusion Model Guy Tevet Sigal Raab Brian Gordon Yonatan Shafir Daniel Cohen-Or Amit H. Bermano DiffM VGen 177 713 0 29 Sep 2022
TEACH: Temporal Action Composition for 3D Humans Nikos Athanasiou Mathis Petrovich Michael J. Black Gül Varol 72 138 0 09 Sep 2022
A survey of multimodal deep generative models Masahiro Suzuki Y. Matsuo SyDa DRL 37 75 0 05 Jul 2022
TM2T: Stochastic and Tokenized Modeling for the Reciprocal Generation of 3D Human Motions and Texts Chuan Guo Xinxin Xuo Sen Wang Li Cheng VGen 60 138 0 04 Jul 2022
Towards Diverse and Natural Scene-aware 3D Human Motion Synthesis Jingbo Wang Yu Rong Jingyuan Liu Sijie Yan Dahua Lin Bo Dai 62 64 0 25 May 2022
Training language models to follow instructions with human feedback Long Ouyang Jeff Wu Xu Jiang Diogo Almeida Carroll L. Wainwright ... Amanda Askell Peter Welinder Paul Christiano Jan Leike Ryan J. Lowe OSLM ALM 301 11,730 0 04 Mar 2022
AI Choreographer: Music Conditioned 3D Dance Generation with AIST++ Ruilong Li Sha Yang David A. Ross Angjoo Kanazawa ViT 198 467 0 21 Jan 2021
GAN-Control: Explicitly Controllable GANs Alon Shoshan Nadav Bhonker Igor Kviatkovsky Gérard Medioni CVBM 122 121 0 07 Jan 2021
A Style-Based Generator Architecture for Generative Adversarial Networks Tero Karras S. Laine Timo Aila 262 10,183 0 12 Dec 2018
PointNet: Deep Learning on Point Sets for 3D Classification and Segmentation C. Qi Hao Su Kaichun Mo Leonidas J. Guibas 3DH 3DPC 3DV PINN 210 13,886 0 02 Dec 2016
The KIT Motion-Language Dataset Matthias Plappert Christian Mandery Tamim Asfour 166 267 0 13 Jul 2016