MoGenTS: Motion Generation based on Spatial-Temporal Joint Modeling

26 September 2024

Papers citing "MoGenTS: Motion Generation based on Spatial-Temporal Joint Modeling"

33 / 33 papers shown

Title
Absolute Coordinates Make Motion Generation Easy Zichong Meng Zeyu Han Xiaogang Peng Yiming Xie Huaizu Jiang 170 0 0 26 May 2025
Motion Mamba: Efficient and Long Sequence Motion Generation with Hierarchical and Bidirectional Selective SSM Zeyu Zhang Akide Liu Ian Reid Richard Hartley Bohan Zhuang Hao Tang Mamba 97 70 0 12 Mar 2024
FineMoGen: Fine-Grained Spatio-Temporal Motion Generation and Editing Mingyuan Zhang Huirong Li Zhongang Cai Jiawei Ren Lei Yang Ziwei Liu VGen DiffM 45 47 0 22 Dec 2023
VQ-HPS: Human Pose and Shape Estimation in a Vector-Quantized Latent Space Guénolé Fiche Simon Leglaive Xavier Alameda-Pineda Antonio Agudo Francesc Moreno-Noguer 89 6 0 13 Dec 2023
MMM: Generative Masked Motion Model Ekkasit Pinyoanuntapong Pu Wang Minwoo Lee Chong Chen DiffM VGen 84 52 0 06 Dec 2023
Fg-T2M: Fine-Grained Text-Driven Human Motion Generation via Diffusion Model Yin Wang Zhiying Leng Frederick W. B. Li Shun-cheng Wu Xiaohui Liang DiffM 53 59 0 12 Sep 2023
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
Motion-X: A Large-scale 3D Expressive Whole-body Human Motion Dataset Jing Lin Ailing Zeng Shunlin Lu Yuan-Yuan Cai Ruimao Zhang Haoqian Wang L. Zhang VGen 86 123 0 03 Jul 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 131 104 0 19 Jun 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
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 122 363 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
TEACH: Temporal Action Composition for 3D Humans Nikos Athanasiou Mathis Petrovich Michael J. Black Gül Varol 141 147 0 09 Sep 2022
FLAME: Free-form Language-based Motion Synthesis & Editing Jihoon Kim Jiseob Kim Sungjoon Choi VGen 98 213 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 112 579 0 31 Aug 2022
Classifier-Free Diffusion Guidance Jonathan Ho Tim Salimans FaML 196 3,963 0 26 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 155 242 0 04 Jul 2022
TEMOS: Generating diverse human motions from textual descriptions Mathis Petrovich Michael J. Black Gül Varol 128 389 0 25 Apr 2022
MotionCLIP: Exposing Human Motion Generation to CLIP Space Guy Tevet Brian Gordon Amir Hertz Amit H. Bermano Daniel Cohen-Or CLIP 125 345 0 15 Mar 2022
MaskGIT: Masked Generative Image Transformer Huiwen Chang Han Zhang Lu Jiang Ce Liu William T. Freeman ViT 153 695 0 08 Feb 2022
Action-Conditioned 3D Human Motion Synthesis with Transformer VAE Mathis Petrovich Michael J. Black Gül Varol ViT 104 505 0 12 Apr 2021
Learning Transferable Visual Models From Natural Language Supervision Alec Radford Jong Wook Kim Chris Hallacy Aditya A. Ramesh Gabriel Goh ... Amanda Askell Pamela Mishkin Jack Clark Gretchen Krueger Ilya Sutskever CLIP VLM 967 29,810 0 26 Feb 2021
Zero-Shot Text-to-Image Generation Aditya A. Ramesh Mikhail Pavlov Gabriel Goh Scott Gray Chelsea Voss Alec Radford Mark Chen Ilya Sutskever VLM 418 4,996 0 24 Feb 2021
Text2Gestures: A Transformer-Based Network for Generating Emotive Body Gestures for Virtual Agents Uttaran Bhattacharya Nicholas Rewkowski A. Banerjee P. Guhan Aniket Bera Tianyi Zhou LM&Ro 72 153 0 26 Jan 2021
Perpetual Motion: Generating Unbounded Human Motion Yan Zhang Michael J. Black Siyu Tang 3DH 93 47 0 27 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
BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding Jacob Devlin Ming-Wei Chang Kenton Lee Kristina Toutanova VLM SSL SSeg 1.8K 95,175 0 11 Oct 2018
The challenge of realistic music generation: modelling raw audio at scale Sander Dieleman Aaron van den Oord Karen Simonyan 93 185 0 26 Jun 2018
Deep Video Generation, Prediction and Completion of Human Action Sequences Haoye Cai Chunyan Bai Yu-Wing Tai Chi-Keung Tang VGen 60 146 0 23 Nov 2017
Neural Discrete Representation Learning Aaron van den Oord Oriol Vinyals Koray Kavukcuoglu BDL SSL OCL 230 5,071 0 02 Nov 2017
MoCoGAN: Decomposing Motion and Content for Video Generation Sergey Tulyakov Ming-Yuan Liu Xiaodong Yang Jan Kautz GAN 144 1,149 0 17 Jul 2017
The KIT Motion-Language Dataset Matthias Plappert Christian Mandery Tamim Asfour 248 289 0 13 Jul 2016
Stacked Quantizers for Compositional Vector Compression Julieta Martinez Holger H. Hoos James J. Little CoGe MQ 55 61 0 08 Nov 2014