Motion Mamba: Efficient and Long Sequence Motion Generation with Hierarchical and Bidirectional Selective SSM

12 March 2024

Akide Liu

Bohan Zhuang

Papers citing "Motion Mamba: Efficient and Long Sequence Motion Generation with Hierarchical and Bidirectional Selective SSM"

50 / 56 papers shown

Title
Absolute Coordinates Make Motion Generation Easy Zichong Meng Zeyu Han Xiaogang Peng Yiming Xie Huaizu Jiang 116 0 0 26 May 2025
Streaming Generation of Co-Speech Gestures via Accelerated Rolling Diffusion Evgeniia Vu Andrei Boiarov Dmitry Vetrov VGen 69 0 0 13 Mar 2025
VMamba: Visual State Space Model Yue Liu Yunjie Tian Yuzhong Zhao Hongtian Yu Lingxi Xie Yaowei Wang Qixiang Ye Jianbin Jiao Yunfan Liu Mamba 234 675 0 31 Dec 2024
KMM: Key Frame Mask Mamba for Extended Motion Generation Zeyu Zhang Hang Gao Akide Liu Qi Chen Feng Chen ... Hao Tang Zhenming Li Zhongwen Zhou Hao Tang Bohan Zhuang Mamba VGen 78 3 0 10 Nov 2024
MambaPEFT: Exploring Parameter-Efficient Fine-Tuning for Mamba Masakazu Yoshimura Teruaki Hayashi Yota Maeda Mamba 203 2 0 06 Nov 2024
DiSPo: Diffusion-SSM based Policy Learning for Coarse-to-Fine Action Discretization Nayoung Oh Jaehyeong Jang Moonkyeong Jung Daehyung Park 372 0 0 23 Sep 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 48 10 0 14 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 70 5 0 04 Jun 2024
Motion Avatar: Generate Human and Animal Avatars with Arbitrary Motion Zeyu Zhang Yiran Wang Biao Wu Shuo Chen Zhiyuan Zhang Shiya Huang Wenbo Zhang Meng Fang Ling-Hao Chen Yang Zhao VGen 68 6 0 18 May 2024
ZigMa: A DiT-style Zigzag Mamba Diffusion Model Vincent Tao Hu S. A. Baumann Ming Gui Olga Grebenkova Pingchuan Ma Johannes S. Fischer Bjorn Ommer 65 44 0 20 Mar 2024
Mamba-ND: Selective State Space Modeling for Multi-Dimensional Data Shufan Li Harkanwar Singh Aditya Grover Mamba 114 60 0 08 Feb 2024
Vision Mamba: Efficient Visual Representation Learning with Bidirectional State Space Model Lianghui Zhu Bencheng Liao Qian Zhang Xinlong Wang Wenyu Liu Xinggang Wang Mamba 82 736 0 17 Jan 2024
Mamba: Linear-Time Sequence Modeling with Selective State Spaces Albert Gu Tri Dao Mamba 118 2,630 0 01 Dec 2023
Diffusion Models Without Attention Jing Nathan Yan Jiatao Gu Alexander M. Rush 67 66 0 30 Nov 2023
Convolutional State Space Models for Long-Range Spatiotemporal Modeling Jimmy T.H. Smith Shalini De Mello Jan Kautz Scott W. Linderman Wonmin Byeon 29 16 0 30 Oct 2023
AttT2M: Text-Driven Human Motion Generation with Multi-Perspective Attention Mechanism Chongyang Zhong Lei Hu Zihao Zhang Shihong Xia 69 64 0 02 Sep 2023
MotionGPT: Human Motion as a Foreign Language Biao Jiang Xin Chen Wen Liu Jingyi Yu Gang Yu Tao Chen MLLM 58 287 0 26 Jun 2023
2-D SSM: A General Spatial Layer for Visual Transformers Ethan Baron Itamar Zimerman Lior Wolf 67 15 0 11 Jun 2023
TM2D: Bimodality Driven 3D Dance Generation via Music-Text Integration Kehong Gong Dongze Lian Heng Chang Chuan Guo Zihang Jiang Wei Ji Michael Bi Mi Xinchao Wang 56 65 0 05 Apr 2023
Pretraining Without Attention Junxiong Wang J. Yan Albert Gu Alexander M. Rush 47 48 0 20 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 79 358 0 08 Dec 2022
What Makes Convolutional Models Great on Long Sequence Modeling? Yuhong Li Tianle Cai Yi Zhang De-huai Chen Debadeepta Dey VLM 53 96 0 17 Oct 2022
Human Motion Diffusion Model Guy Tevet Sigal Raab Brian Gordon Yonatan Shafir Daniel Cohen-Or Amit H. Bermano DiffM VGen 260 751 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 84 564 0 31 Aug 2022
On the Parameterization and Initialization of Diagonal State Space Models Albert Gu Ankit Gupta Karan Goel Christopher Ré 71 314 0 23 Jun 2022
TEMOS: Generating diverse human motions from textual descriptions Mathis Petrovich Michael J. Black Gül Varol 93 385 0 25 Apr 2022
Diagonal State Spaces are as Effective as Structured State Spaces Ankit Gupta Albert Gu Jonathan Berant 97 305 0 27 Mar 2022
MotionCLIP: Exposing Human Motion Generation to CLIP Space Guy Tevet Brian Gordon Amir Hertz Amit H. Bermano Daniel Cohen-Or CLIP 110 340 0 15 Mar 2022
A ConvNet for the 2020s Zhuang Liu Hanzi Mao Chaozheng Wu Christoph Feichtenhofer Trevor Darrell Saining Xie ViT 107 5,137 0 10 Jan 2022
High-Resolution Image Synthesis with Latent Diffusion Models Robin Rombach A. Blattmann Dominik Lorenz Patrick Esser Bjorn Ommer 3DV 326 15,373 0 20 Dec 2021
Efficiently Modeling Long Sequences with Structured State Spaces Albert Gu Karan Goel Christopher Ré 182 1,759 0 31 Oct 2021
Combining Recurrent, Convolutional, and Continuous-time Models with Linear State-Space Layers Albert Gu Isys Johnson Karan Goel Khaled Kamal Saab Tri Dao Atri Rudra Christopher Ré 97 587 0 26 Oct 2021
Diffusion Models Beat GANs on Image Synthesis Prafulla Dhariwal Alex Nichol 171 7,763 0 11 May 2021
Action-Conditioned 3D Human Motion Synthesis with Transformer VAE Mathis Petrovich Michael J. Black Gül Varol ViT 82 502 0 12 Apr 2021
Synthesis of Compositional Animations from Textual Descriptions Anindita Ghosh N. Cheema Cennet Oguz Christian Theobalt P. Slusallek 57 178 0 26 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 786 29,167 0 26 Feb 2021
Robust Motion In-betweening Félix G. Harvey Mike Yurick Derek Nowrouzezahrai C. Pal VGen 53 253 0 09 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 55 153 0 26 Jan 2021
We are More than Our Joints: Predicting how 3D Bodies Move Yan Zhang Michael J. Black Siyu Tang 3DH 71 129 0 01 Dec 2020
An Image is Worth 16x16 Words: Transformers for Image Recognition at Scale Alexey Dosovitskiy Lucas Beyer Alexander Kolesnikov Dirk Weissenborn Xiaohua Zhai ... Matthias Minderer G. Heigold Sylvain Gelly Jakob Uszkoreit N. Houlsby ViT 510 40,721 0 22 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 60 419 0 30 Jul 2020
Denoising Diffusion Probabilistic Models Jonathan Ho Ajay Jain Pieter Abbeel DiffM 452 17,867 0 19 Jun 2020
Decision-Making with Auto-Encoding Variational Bayes Romain Lopez Pierre Boyeau Nir Yosef Michael I. Jordan Jeffrey Regier BDL 289 10,591 0 17 Feb 2020
Language2Pose: Natural Language Grounded Pose Forecasting Chaitanya Ahuja Louis-Philippe Morency 65 273 0 02 Jul 2019
Expressive Body Capture: 3D Hands, Face, and Body from a Single Image Georgios Pavlakos Vasileios Choutas N. Ghorbani Timo Bolkart Ahmed A. A. Osman Dimitrios Tzionas Michael J. Black 3DH 48 1,709 0 11 Apr 2019
AMASS: Archive of Motion Capture as Surface Shapes Naureen Mahmood N. Ghorbani N. Troje Gerard Pons-Moll Michael J. Black 3DH 46 1,241 0 05 Apr 2019
Human Motion Modeling using DVGANs Xiaoyu Lin Mohamed R. Amer 55 75 0 27 Apr 2018
HP-GAN: Probabilistic 3D human motion prediction via GAN Emad Barsoum J. Kender Zicheng Liu 3DH 86 331 0 27 Nov 2017
Neural Discrete Representation Learning Aaron van den Oord Oriol Vinyals Koray Kavukcuoglu BDL SSL OCL 204 4,984 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 573 130,942 0 12 Jun 2017