T2M-GPT: Generating Human Motion from Textual Descriptions with Discrete Representations

15 January 2023

Xiaodong Cun

Papers citing "T2M-GPT: Generating Human Motion from Textual Descriptions with Discrete Representations"

50 / 53 papers shown

Title
TxP: Reciprocal Generation of Ground Pressure Dynamics and Activity Descriptions for Improving Human Activity Recognition L. Ray L. Krupp Vitor Fortes Rey Bo Zhou Sungho Suh P. Lukowicz AI4CE 35 0 0 04 May 2025
$Co$^{3}$Gesture: Towards Coherent Concurrent Co-speech 3D Gesture Generation with Interactive Diffusion$ Co $^{3}$ Gesture: Towards Coherent Concurrent Co-speech 3D Gesture Generation with Interactive Diffusion Xingqun Qi Yatian Wang Hengyuan Zhang J. Pan Wei Xue Shanghang Zhang Wenhan Luo Qifeng Liu Yike Guo SLR 53 0 0 03 May 2025
Sketch2Anim: Towards Transferring Sketch Storyboards into 3D Animation Lei Zhong Chuan Guo Yiming Xie Jiawei Wang Changjian Li VGen 47 0 0 27 Apr 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 45 0 0 11 Apr 2025
ARFlow: Human Action-Reaction Flow Matching with Physical Guidance Wentao Jiang Jingya Wang Haotao Lu Kaiyang Ji Baoxiong Jia Siyuan Huang Ye-ling Shi 39 0 0 21 Mar 2025
MotionStreamer: Streaming Motion Generation via Diffusion-based Autoregressive Model in Causal Latent Space Lixing Xiao Shunlin Lu Huaijin Pi Ke Fan Liang Pan Yueer Zhou Ziyong Feng Xiaowei Zhou Sida Peng Jingbo Wang DiffM VGen 41 3 0 19 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 53 1 0 17 Mar 2025
MotionLab: Unified Human Motion Generation and Editing via the Motion-Condition-Motion Paradigm Ziyan Guo Zeyu Hu Na Zhao De Wen Soh VGen 80 2 0 13 Mar 2025
BioMoDiffuse: Physics-Guided Biomechanical Diffusion for Controllable and Authentic Human Motion Synthesis Zixi Kang Xinghan Wang Yadong Mu VGen 56 0 0 08 Mar 2025
Jointly Understand Your Command and Intention:Reciprocal Co-Evolution between Scene-Aware 3D Human Motion Synthesis and Analysis Xuehao Gao Yang Yang Shaoyi Du Guo-Jun Qi Junwei Han 39 1 0 01 Mar 2025
Generating Physically Realistic and Directable Human Motions from Multi-Modal Inputs Aayam Shrestha Pan Liu German Ros Kai Yuan Alan Fern 63 2 0 08 Feb 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 57 54 0 31 Dec 2024
Do Language Models Understand Time? Xi Ding Lei Wang 158 0 0 18 Dec 2024
DisCoRD: Discrete Tokens to Continuous Motion via Rectified Flow Decoding Jungbin Cho Junwan Kim Jisoo Kim Minseo Kim Mingu Kang S. Hong Tae-Hyun Oh Youngjae Yu VGen 86 1 0 29 Nov 2024
BiPO: Bidirectional Partial Occlusion Network for Text-to-Motion Synthesis Seong-Eun Hong Soobin Lim Juyeong Hwang Minwook Chang Hyeongyeop Kang 88 0 0 28 Nov 2024
KinMo: Kinematic-aware Human Motion Understanding and Generation Pengfei Zhang Pinxin Liu Hyeongwoo Kim Pablo Garrido Bindita Chaudhuri 83 1 0 23 Nov 2024
Past, Present, and Future of Sensor-Based Human Activity Recognition Using Wearables: A Surveying Tutorial on a Still Challenging Task H. Haresamudram Chi Ian Tang Sungho Suh P. Lukowicz Thomas Ploetz 71 2 0 11 Nov 2024
MotionGlot: A Multi-Embodied Motion Generation Model Sudarshan Harithas Srinath Sridhar 68 1 0 22 Oct 2024
Focused ReAct: Improving ReAct through Reiterate and Early Stop Shuoqiu Li Han Xu Haipeng Chen ReLM LRM 28 4 0 14 Oct 2024
ReinDiffuse: Crafting Physically Plausible Motions with Reinforced Diffusion Model Gaoge Han Mingjiang Liang Jinglei Tang Yongkang Cheng Wei Liu Shaoli Huang VGen 28 5 0 09 Oct 2024
Scaling Large Motion Models with Million-Level Human Motions Ye Wang Sipeng Zheng Bin Cao Qianshan Wei Qin Jin Qin Jin Zongqing Lu VGen 40 0 0 04 Oct 2024
BAD: Bidirectional Auto-regressive Diffusion for Text-to-Motion Generation Seyed Rohollah Hosseyni Ali Ahmad Rahmani S. J. Seyedmohammadi Sanaz Seyedin Arash Mohammadi DiffM 28 4 0 17 Sep 2024
Synergy and Synchrony in Couple Dances V. Maluleke Lea Müller Jathushan Rajasegaran Georgios Pavlakos Shiry Ginosar Angjoo Kanazawa Jitendra Malik 32 2 0 06 Sep 2024
TextIM: Part-aware Interactive Motion Synthesis from Text Siyuan Fan Bo Du Xiantao Cai Bo Peng Longling Sun DiffM 32 1 0 06 Aug 2024
ExpertAF: Expert Actionable Feedback from Video Kumar Ashutosh Tushar Nagarajan Georgios Pavlakos Kris M. Kitani Kristen Grauman VGen 42 2 0 01 Aug 2024
InfiniMotion: Mamba Boosts Memory in Transformer for Arbitrary Long Motion Generation Zeyu Zhang Akide Liu Qi Chen Feng Chen Ian Reid Richard Hartley Bohan Zhuang Hao Tang Mamba 24 9 0 14 Jul 2024
CrowdMoGen: Zero-Shot Text-Driven Collective Motion Generation Xinying Guo Xinying Guo Mingyuan Zhang Haozhe Xie Chenyang Gu Ziwei Liu 42 2 0 08 Jul 2024
Large Language Models are Zero-Shot Recognizers for Activities of Daily Living Gabriele Civitarese Michele Fiori Priyankar Choudhary Claudio Bettini 15 5 0 01 Jul 2024
MoLA: Motion Generation and Editing with Latent Diffusion Enhanced by Adversarial Training Kengo Uchida Takashi Shibuya Yuhta Takida Naoki Murata Shusuke Takahashi Shusuke Takahashi Yuki Mitsufuji VGen 40 4 0 04 Jun 2024
Learning Generalizable Human Motion Generator with Reinforcement Learning Yunyao Mao Xiaoyang Liu Wen-gang Zhou Zhenbo Lu Houqiang Li 27 2 0 24 May 2024
SATO: Stable Text-to-Motion Framework Wenshuo Chen Hongru Xiao Erhang Zhang Lijie Hu Lei Wang Mengyuan Liu C. L. P. Chen 27 4 0 02 May 2024
WheelPose: Data Synthesis Techniques to Improve Pose Estimation Performance on Wheelchair Users William Huang Sam Ghahremani Siyou Pei Yang Zhang 24 3 0 25 Apr 2024
TokenHMR: Advancing Human Mesh Recovery with a Tokenized Pose Representation Sai Kumar Dwivedi Yu Sun Priyanka Patel Yao Feng Michael J. Black 3DH 37 26 0 25 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 28 6 0 15 Apr 2024
Text me the data: Generating Ground Pressure Sequence from Textual Descriptions for HAR L. Ray Bo Zhou Sungho Suh L. Krupp Vitor Fortes Rey P. Lukowicz AI4CE 24 2 0 22 Feb 2024
AMD:Anatomical Motion Diffusion with Interpretable Motion Decomposition and Fusion Beibei Jing Youjia Zhang Zikai Song Junqing Yu Wei Yang DiffM VGen 19 3 0 20 Dec 2023
Optimizing Diffusion Noise Can Serve As Universal Motion Priors Korrawe Karunratanakul Konpat Preechakul Emre Aksan Thabo Beeler Supasorn Suwajanakorn Siyu Tang DiffM 8 37 0 19 Dec 2023
MotionScript: Natural Language Descriptions for Expressive 3D Human Motions Payam Jome Yazdian Eric Liu Li Cheng Angelica Lim Li Cheng Angelica Lim 30 7 0 19 Dec 2023
Digital Life Project: Autonomous 3D Characters with Social Intelligence Zhongang Cai Jian-Dong Jiang Zhongfei Qing Xinying Guo Mingyuan Zhang ... Yukun Wei Xiaogang Wang Chen Change Loy Lei Yang Ziwei Liu VGen 18 24 0 07 Dec 2023
PhysHOI: Physics-Based Imitation of Dynamic Human-Object Interaction Yinhuai Wang Jing Lin Ailing Zeng Zhengyi Luo Jian Andrew Zhang Lei Zhang 16 35 0 07 Dec 2023
MMM: Generative Masked Motion Model Ekkasit Pinyoanuntapong Pu Wang Minwoo Lee C. L. P. Chen DiffM VGen 25 41 0 06 Dec 2023
MoMask: Generative Masked Modeling of 3D Human Motions Chuan Guo Yuxuan Mu Muhammad Gohar Javed Sen Wang Li Cheng VGen 13 113 0 29 Nov 2023
MoConVQ: Unified Physics-Based Motion Control via Scalable Discrete Representations Heyuan Yao Zhenhua Song Yuyang Zhou Tenglong Ao Baoquan Chen Libin Liu 11 38 0 16 Oct 2023
Words into Action: Learning Diverse Humanoid Robot Behaviors using Language Guided Iterative Motion Refinement K. N. Kumar Irfan Essa Sehoon Ha 19 6 0 10 Oct 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 19 50 0 20 Jul 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 22 54 0 07 Feb 2023
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 78 138 0 09 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 60 138 0 04 Jul 2022
Zero-Shot Text-to-Image Generation Aditya A. Ramesh Mikhail Pavlov Gabriel Goh Scott Gray Chelsea Voss Alec Radford Mark Chen Ilya Sutskever VLM 253 4,735 0 24 Feb 2021