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Efficient Text-driven Motion Generation via Latent Consistency Training

5 May 2024

Papers citing "Efficient Text-driven Motion Generation via Latent Consistency Training"

24 / 24 papers shown

Title
Beyond and Free from Diffusion: Invertible Guided Consistency Training Chia-Hong Hsu Shiu-hong Kao Randall Balestriero 3DV 124 0 0 08 Feb 2025
CoMoSVC: Consistency Model-based Singing Voice Conversion Yiwen Lu Zhen Ye Wei Xue Xu Tan Qi-fei Liu Yi-Ting Guo 50 11 0 03 Jan 2024
Priority-Centric Human Motion Generation in Discrete Latent Space Hanyang Kong Kehong Gong Dongze Lian Michael Bi Mi Xinchao Wang DiffM 100 55 0 28 Aug 2023
CoMoSpeech: One-Step Speech and Singing Voice Synthesis via Consistency Model Zhe Ye Wei Xue Xuejiao Tan Jie Chen Qi-fei Liu Yi-Ting Guo DiffM 83 44 0 11 May 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 104 356 0 15 Jan 2023
MultiAct: Long-Term 3D Human Motion Generation from Multiple Action Labels T. Lee Gyeongsik Moon Kyoung Mu Lee 69 45 0 12 Dec 2022
Executing your Commands via Motion Diffusion in Latent Space Xin Chen Biao Jiang Wen Liu Zilong Huang Bin-Bin Fu Tao Chen Jingyi Yu Gang Yu VGen DiffM 118 363 0 08 Dec 2022
Human Motion Diffusion Model Guy Tevet Sigal Raab Brian Gordon Yonatan Shafir Daniel Cohen-Or Amit H. Bermano DiffM VGen 270 767 0 29 Sep 2022
Poisson Flow Generative Models Yilun Xu Ziming Liu M. Tegmark Tommi Jaakkola 153 89 0 22 Sep 2022
Flow Straight and Fast: Learning to Generate and Transfer Data with Rectified Flow Xingchao Liu Chengyue Gong Qiang Liu OOD 206 1,043 0 07 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 112 579 0 31 Aug 2022
Classifier-Free Diffusion Guidance Jonathan Ho Tim Salimans FaML 196 3,963 0 26 Jul 2022
DPM-Solver: A Fast ODE Solver for Diffusion Probabilistic Model Sampling in Around 10 Steps Cheng Lu Yuhao Zhou Fan Bao Jianfei Chen Chongxuan Li Jun Zhu DiffM 223 1,458 0 02 Jun 2022
Elucidating the Design Space of Diffusion-Based Generative Models Tero Karras M. Aittala Timo Aila S. Laine DiffM 215 2,022 0 01 Jun 2022
TEMOS: Generating diverse human motions from textual descriptions Mathis Petrovich Michael J. Black Gül Varol 128 389 0 25 Apr 2022
High-Resolution Image Synthesis with Latent Diffusion Models Robin Rombach A. Blattmann Dominik Lorenz Patrick Esser Bjorn Ommer 3DV 485 15,734 0 20 Dec 2021
Action-Conditioned 3D Human Motion Synthesis with Transformer VAE Mathis Petrovich Michael J. Black Gül Varol ViT 104 505 0 12 Apr 2021
DanceFormer: Music Conditioned 3D Dance Generation with Parametric Motion Transformer Buyu Li Yongchi Zhao Zhelun Shi Lu Sheng 47 134 0 18 Mar 2021
Score-Based Generative Modeling through Stochastic Differential Equations Yang Song Jascha Narain Sohl-Dickstein Diederik P. Kingma Abhishek Kumar Stefano Ermon Ben Poole DiffM SyDa 353 6,566 0 26 Nov 2020
Denoising Diffusion Implicit Models Jiaming Song Chenlin Meng Stefano Ermon VLM DiffM 289 7,469 0 06 Oct 2020
Action2Motion: Conditioned Generation of 3D Human Motions Chuan Guo Wei Ji Sen Wang Shihao Zou Qingyao Sun Annan Deng Minglun Gong Li Cheng 76 420 0 30 Jul 2020
Learning Diverse Stochastic Human-Action Generators by Learning Smooth Latent Transitions Zhenyi Wang Ping Yu Yang Zhao Ruiyi Zhang Yufan Zhou Junsong Yuan Changyou Chen 59 56 0 21 Dec 2019
Deep Video Generation, Prediction and Completion of Human Action Sequences Haoye Cai Chunyan Bai Yu-Wing Tai Chi-Keung Tang VGen 58 146 0 23 Nov 2017
The KIT Motion-Language Dataset Matthias Plappert Christian Mandery Tamim Asfour 248 289 0 13 Jul 2016