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LaMP: Language-Motion Pretraining for Motion Generation, Retrieval, and Captioning

9 October 2024

Papers citing "LaMP: Language-Motion Pretraining for Motion Generation, Retrieval, and Captioning"

40 / 40 papers shown

Title
Absolute Coordinates Make Motion Generation Easy Zichong Meng Zeyu Han Xiaogang Peng Yiming Xie Huaizu Jiang 161 0 0 26 May 2025
ReAlign: Bilingual Text-to-Motion Generation via Step-Aware Reward-Guided Alignment Wanjiang Weng Xiaofeng Tan Hongsong Wang Pan Zhou VGen 87 0 0 08 May 2025
Sketch2Anim: Towards Transferring Sketch Storyboards into 3D Animation Lei Zhong Chuan Guo Yiming Xie Jiawei Wang Changjian Li VGen 84 0 0 27 Apr 2025
EchoMask: Speech-Queried Attention-based Mask Modeling for Holistic Co-Speech Motion Generation Xiangyue Zhang Jianfang Li Jiaxu Zhang Jianqiang Ren Liefeng Bo Zhigang Tu 69 0 0 12 Apr 2025
StyleMotif: Multi-Modal Motion Stylization using Style-Content Cross Fusion Ziyu Guo Young Yoon Lee Joseph Liu Yizhak Ben-Shabat Victor Zordan Mubbasir Kapadia DiffM VGen 100 0 0 27 Mar 2025
BioMoDiffuse: Physics-Guided Biomechanical Diffusion for Controllable and Authentic Human Motion Synthesis Zixi Kang Xinghan Wang Yadong Mu VGen 159 0 0 08 Mar 2025
FilterRAG: Zero-Shot Informed Retrieval-Augmented Generation to Mitigate Hallucinations in VQA S M Sarwar 115 1 0 25 Feb 2025
Mojito: LLM-Aided Motion Instructor with Jitter-Reduced Inertial Tokens Ziwei Shan Yaoyu He Chengfeng Zhao Jiashen Du Jingyan Zhang Qixuan Zhang Jingyi Yu Lan Xu 87 1 0 22 Feb 2025
ParCo: Part-Coordinating Text-to-Motion Synthesis Qiran Zou Shangyuan Yuan Shian Du Yu Wang Chang-Shu Liu Yi Tian Xu Jie Chen Xiangyang Ji 58 19 0 27 Mar 2024
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 83 28 0 07 Dec 2023
MMM: Generative Masked Motion Model Ekkasit Pinyoanuntapong Pu Wang Minwoo Lee Chong Chen DiffM VGen 81 51 0 06 Dec 2023
MoMask: Generative Masked Modeling of 3D Human Motions Chuan Guo Yuxuan Mu Muhammad Gohar Javed Sen Wang Li Cheng VGen 90 138 0 29 Nov 2023
HumanTOMATO: Text-aligned Whole-body Motion Generation Shunlin Lu Ling-Hao Chen Ailing Zeng Jing Lin Ruimao Zhang Lei Zhang H. Shum VGen 78 66 0 19 Oct 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 58 0 12 Sep 2023
DiverseMotion: Towards Diverse Human Motion Generation via Discrete Diffusion Yunhong Lou Linchao Zhu Yaxiong Wang Xiaohan Wang Yezhou Yang DiffM 62 27 0 04 Sep 2023
AttT2M: Text-Driven Human Motion Generation with Multi-Perspective Attention Mechanism Chongyang Zhong Lei Hu Zihao Zhang Shihong Xia 85 64 0 02 Sep 2023
Priority-Centric Human Motion Generation in Discrete Latent Space Hanyang Kong Kehong Gong Dongze Lian Michael Bi Mi Xinchao Wang DiffM 97 54 0 28 Aug 2023
MotionGPT: Human Motion as a Foreign Language Biao Jiang Xin Chen Wen Liu Jingyi Yu Gang Yu Tao Chen MLLM 75 291 0 26 Jun 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 122 103 0 19 Jun 2023
TMR: Text-to-Motion Retrieval Using Contrastive 3D Human Motion Synthesis Mathis Petrovich Michael J. Black Gül Varol VGen 107 83 0 02 May 2023
Harnessing the Power of LLMs in Practice: A Survey on ChatGPT and Beyond Jingfeng Yang Hongye Jin Ruixiang Tang Xiaotian Han Qizhang Feng Haoming Jiang Bing Yin Xia Hu LM&MA 192 670 0 26 Apr 2023
ReMoDiffuse: Retrieval-Augmented Motion Diffusion Model Mingyuan Zhang Xinying Guo Liang Pan Zhongang Cai Fangzhou Hong Huirong Li Lei Yang Ziwei Liu DiffM VGen 110 169 0 03 Apr 2023
BLIP-2: Bootstrapping Language-Image Pre-training with Frozen Image Encoders and Large Language Models Junnan Li Dongxu Li Silvio Savarese Steven C. H. Hoi VLM MLLM 426 4,563 0 30 Jan 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 93 351 0 15 Jan 2023
Muse: Text-To-Image Generation via Masked Generative Transformers Huiwen Chang Han Zhang Jarred Barber AJ Maschinot José Lezama ... Kevin Patrick Murphy William T. Freeman Michael Rubinstein Yuanzhen Li Dilip Krishnan DiffM 254 553 0 02 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 106 363 0 08 Dec 2022
PhysDiff: Physics-Guided Human Motion Diffusion Model Ye Yuan Jiaming Song Umar Iqbal Arash Vahdat Jan Kautz VGen DiffM 103 253 0 05 Dec 2022
Human Motion Diffusion Model Guy Tevet Sigal Raab Brian Gordon Yonatan Shafir Daniel Cohen-Or Amit H. Bermano DiffM VGen 268 760 0 29 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 106 571 0 31 Aug 2022
Classifier-Free Diffusion Guidance Jonathan Ho Tim Salimans FaML 193 3,898 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 133 240 0 04 Jul 2022
TEMOS: Generating diverse human motions from textual descriptions Mathis Petrovich Michael J. Black Gül Varol 123 387 0 25 Apr 2022
LoRA: Low-Rank Adaptation of Large Language Models J. E. Hu Yelong Shen Phillip Wallis Zeyuan Allen-Zhu Yuanzhi Li Shean Wang Lu Wang Weizhu Chen OffRL AI4TS AI4CE ALM AIMat 477 10,367 0 17 Jun 2021
Attention is Not All You Need: Pure Attention Loses Rank Doubly Exponentially with Depth Yihe Dong Jean-Baptiste Cordonnier Andreas Loukas 132 386 0 05 Mar 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 931 29,436 0 26 Feb 2021
Generating Diverse High-Fidelity Images with VQ-VAE-2 Ali Razavi Aaron van den Oord Oriol Vinyals DRL BDL 147 1,815 0 02 Jun 2019
BERTScore: Evaluating Text Generation with BERT Tianyi Zhang Varsha Kishore Felix Wu Kilian Q. Weinberger Yoav Artzi 329 5,845 0 21 Apr 2019
Neural Discrete Representation Learning Aaron van den Oord Oriol Vinyals Koray Kavukcuoglu BDL SSL OCL 226 5,019 0 02 Nov 2017
Attention Is All You Need Ashish Vaswani Noam M. Shazeer Niki Parmar Jakob Uszkoreit Llion Jones Aidan Gomez Lukasz Kaiser Illia Polosukhin 3DV 713 131,652 0 12 Jun 2017
The KIT Motion-Language Dataset Matthias Plappert Christian Mandery Tamim Asfour 248 286 0 13 Jul 2016