EMDM: Efficient Motion Diffusion Model for Fast and High-Quality Motion Generation

4 December 2023

Taku Komura

Wenping Wang

Lingjie Liu

VGen

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Papers citing "EMDM: Efficient Motion Diffusion Model for Fast and High-Quality Motion Generation"

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Title
GENMO: A GENeralist Model for Human MOtion Jiefeng Li Jinkun Cao Haotian Zhang Davis Rempe Jan Kautz Umar Iqbal Ye Yuan DiffM VGen 53 1 0 02 May 2025
Ego4o: Egocentric Human Motion Capture and Understanding from Multi-Modal Input Jian Wang Rishabh Dabral D. Luvizon Zhe Cao Lingjie Liu Thabo Beeler Christian Theobalt EgoV 47 0 0 11 Apr 2025
MixerMDM: Learnable Composition of Human Motion Diffusion Models Pablo Ruiz-Ponce Germán Barquero Cristina Palmero Sergio Escalera José García Rodríguez DiffM 59 0 0 01 Apr 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 49 3 0 31 Mar 2025
TokenHSI: Unified Synthesis of Physical Human-Scene Interactions through Task Tokenization Liang Pan Zeshi Yang Zhiyang Dou Wenjia Wang Buzhen Huang Bo Dai Taku Komura Jingbo Wang 55 2 0 25 Mar 2025
Progressive Human Motion Generation Based on Text and Few Motion Frames Ling-an Zeng Gaojie Wu Ancong Wu Jian-Fang Hu Wei-Shi Zheng 64 1 0 17 Mar 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 55 1 0 13 Mar 2025
MotionLCM: Real-time Controllable Motion Generation via Latent Consistency Model Wen-Dao Dai Ling-Hao Chen Jingbo Wang Jinpeng Liu Bo Dai Yansong Tang 68 55 0 31 Dec 2024
HMD^2: Environment-aware Motion Generation from Single Egocentric Head-Mounted Device Vladimir Guzov Yifeng Jiang Fangzhou Hong Gerard Pons-Moll Richard Newcombe C. Karen Liu Yuting Ye Lingni Ma 35 6 0 20 Sep 2024
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 71 4 0 26 Jun 2024
Disentangled Clothed Avatar Generation from Text Descriptions Jiong-Qi Wang Yuan Liu Zhiyang Dou Zhengming Yu Yongqing Liang Xin Li Wenping Wang Rong Xie Li-Na Song 25 22 0 08 Dec 2023
DiffusionPhase: Motion Diffusion in Frequency Domain Weilin Wan Yiming Huang Shutong Wu Taku Komura Wenping Wang Dinesh Jayaraman Lingjie Liu DiffM 35 5 0 07 Dec 2023
Hierarchical Generation of Human-Object Interactions with Diffusion Probabilistic Models Huaijin Pi Sida Peng Minghui Yang Xiaowei Zhou Hujun Bao DiffM 87 32 0 03 Oct 2023
Synthesizing Physically Plausible Human Motions in 3D Scenes Liang Pan Jingbo Wang Buzhen Huang Junyu Zhang Haofan Wang Xu Tang Yangang Wang 31 27 0 17 Aug 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 74 98 0 19 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 37 20 0 01 Jun 2023
CALM: Conditional Adversarial Latent Models for Directable Virtual Characters Chen Tessler Yoni Kasten Yunrong Guo Shie Mannor Gal Chechik Xue Bin Peng VGen LM&Ro 39 73 0 02 May 2023
GestureDiffuCLIP: Gesture Diffusion Model with CLIP Latents Tenglong Ao Zeyi Zhang Libin Liu DiffM VGen 72 145 0 26 Mar 2023
Zolly: Zoom Focal Length Correctly for Perspective-Distorted Human Mesh Reconstruction Wenjia Wang Yongtao Ge Haiyi Mei Zhongang Cai Qingping Sun Yanjun Wang Chunhua Shen Lei Yang Taku Komura 32 33 0 24 Mar 2023
Skinned Motion Retargeting with Residual Perception of Motion Semantics & Geometry Jiaxu Zhang Junwu Weng Di Kang Fang Zhao Shaoli Huang Xuefei Zhe Linchao Bao Ying Shan Jue Wang Zhigang Tu 38 29 0 15 Mar 2023
Human Motion Diffusion Model Guy Tevet Sigal Raab Brian Gordon Yonatan Shafir Daniel Cohen-Or Amit H. Bermano DiffM VGen 211 724 0 29 Sep 2022
QuestSim: Human Motion Tracking from Sparse Sensors with Simulated Avatars Alexander W. Winkler Jungdam Won Yuting Ye 45 117 0 20 Sep 2022
Neural3Points: Learning to Generate Physically Realistic Full-body Motion for Virtual Reality Users Yongjing Ye Libin Liu Lei Hu Shi-hong Xia 3DH 39 27 0 13 Sep 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 78 229 0 04 Jul 2022
AI Choreographer: Music Conditioned 3D Dance Generation with AIST++ Ruilong Li Sha Yang David A. Ross Angjoo Kanazawa ViT 219 479 0 21 Jan 2021
Perpetual Motion: Generating Unbounded Human Motion Yan Zhang Michael J. Black Siyu Tang 3DH 49 47 0 27 Jul 2020
The KIT Motion-Language Dataset Matthias Plappert Christian Mandery Tamim Asfour 193 273 0 13 Jul 2016