A Survey on Visual Mamba

24 April 2024

Papers citing "A Survey on Visual Mamba"

28 / 28 papers shown

Title
Vision Mamba in Remote Sensing: A Comprehensive Survey of Techniques, Applications and Outlook Muyi Bao Shuchang Lyu Zhaoyang Xu Huiyu Zhou Jinchang Ren Shiming Xiang X. Li Guangliang Cheng Mamba 72 0 0 01 May 2025
Learning Phase Distortion with Selective State Space Models for Video Turbulence Mitigation Xingguang Zhang Nicholas Chimitt Xijun Wang Yu Yuan Stanley H. Chan 34 0 0 03 Apr 2025
From S4 to Mamba: A Comprehensive Survey on Structured State Space Models Shriyank Somvanshi Md Monzurul Islam Mahmuda Sultana Mimi Sazzad Bin Bashar Polock Gaurab Chhetri Subasish Das Mamba AI4TS 37 0 0 22 Mar 2025
MambaST: A Plug-and-Play Cross-Spectral Spatial-Temporal Fuser for Efficient Pedestrian Detection Xiangbo Gao A. Kanu-Asiegbu Xiaoxiao Du Mamba 23 0 0 02 Aug 2024
Mamba-in-Mamba: Centralized Mamba-Cross-Scan in Tokenized Mamba Model for Hyperspectral Image Classification Weilian Zhou Sei-ichiro Kamata Haipeng Wang Man-Sing Wong Huiying H. Hou Mamba 27 29 0 20 May 2024
IRSRMamba: Infrared Image Super-Resolution via Mamba-based Wavelet Transform Feature Modulation Model Y. Huang Tomo Miyazaki Xiaofeng Liu S. Omachi Mamba 48 3 0 16 May 2024
FreqMamba: Viewing Mamba from a Frequency Perspective for Image Deraining Zou Zhen Yu Hu Zhao Feng Mamba 29 12 0 15 Apr 2024
Sigma: Siamese Mamba Network for Multi-Modal Semantic Segmentation Zifu Wan Yuhao Wang Silong Yong Pingping Zhang Simon Stepputtis Katia P. Sycara Yaqi Xie Mamba 45 11 0 05 Apr 2024
Samba: Semantic Segmentation of Remotely Sensed Images with State Space Model Qinfeng Zhu Yuanzhi Cai Yuan-Sheng Fang Yihan Yang Cheng Chen Lei Fan Anh Nguyen Mamba 37 54 0 02 Apr 2024
SpikeMba: Multi-Modal Spiking Saliency Mamba for Temporal Video Grounding Wenrui Li Xiaopeng Hong Ruiqin Xiong Xiaopeng Fan Mamba 47 17 0 01 Apr 2024
MambaMixer: Efficient Selective State Space Models with Dual Token and Channel Selection Ali Behrouz Michele Santacatterina Ramin Zabih 34 32 0 29 Mar 2024
ReMamber: Referring Image Segmentation with Mamba Twister Yu-Hao Yang Chaofan Ma Jiangchao Yao Zhun Zhong Ya-Qin Zhang Yanfeng Wang Mamba 58 20 0 26 Mar 2024
VMRNN: Integrating Vision Mamba and LSTM for Efficient and Accurate Spatiotemporal Forecasting Yujin Tang Peijie Dong Zhenheng Tang Xiaowen Chu Junwei Liang Mamba 51 19 0 25 Mar 2024
SiMBA: Simplified Mamba-Based Architecture for Vision and Multivariate Time series Badri N. Patro Vijay Srinivas Agneeswaran Mamba 44 50 0 22 Mar 2024
VmambaIR: Visual State Space Model for Image Restoration Yuan Shi Bin Xia Xiaoyu Jin Xing Wang Tianyu Zhao Xin Xia Xuefeng Xiao Wenming Yang 37 51 0 18 Mar 2024
VM-UNET-V2 Rethinking Vision Mamba UNet for Medical Image Segmentation Mingya Zhang Yue Yu Limei Gu Tingsheng Lin Xianping Tao Mamba 41 39 0 14 Mar 2024
LKM-UNet: Large Kernel Vision Mamba UNet for Medical Image Segmentation Jinhong Wang Jintai Chen D. Z. Chen Jian Wu Mamba 37 20 0 12 Mar 2024
MambaIR: A Simple Baseline for Image Restoration with State-Space Model Hang Guo Jinmin Li Tao Dai Zhihao Ouyang Xudong Ren Shu-Tao Xia Mamba 50 196 0 23 Feb 2024
Pan-Mamba: Effective pan-sharpening with State Space Model Xuanhua He Ke Cao K. Yan Rui Li Chengjun Xie Jie Zhang Man Zhou Mamba 56 60 0 19 Feb 2024
PointMamba: A Simple State Space Model for Point Cloud Analysis Dingkang Liang Xin Zhou Wei Xu Xingkui Zhu Zhikang Zou Xiaoqing Ye Xinyu Wang Xiang Bai 79 87 0 16 Feb 2024
Semi-Mamba-UNet: Pixel-Level Contrastive and Pixel-Level Cross-Supervised Visual Mamba-based UNet for Semi-Supervised Medical Image Segmentation Chao Ma Ziyang Wang Mamba 43 21 0 11 Feb 2024
Mamba-ND: Selective State Space Modeling for Multi-Dimensional Data Shufan Li Harkanwar Singh Aditya Grover Mamba 69 56 0 08 Feb 2024
Scalable Diffusion Models with State Space Backbone Zhengcong Fei Mingyuan Fan Changqian Yu Junshi Huang 59 33 0 08 Feb 2024
U-shaped Vision Mamba for Single Image Dehazing Zhuoran Zheng Chen Henry Wu 65 34 0 06 Feb 2024
VM-UNet: Vision Mamba UNet for Medical Image Segmentation Jiacheng Ruan Suncheng Xiang Mamba 67 241 0 04 Feb 2024
U-Mamba: Enhancing Long-range Dependency for Biomedical Image Segmentation Jun Ma Feifei Li Bo Wang Mamba 74 314 0 09 Jan 2024
A Decomposable Attention Model for Natural Language Inference Ankur P. Parikh Oscar Täckström Dipanjan Das Jakob Uszkoreit 190 1,358 0 06 Jun 2016
Convolutional LSTM Network: A Machine Learning Approach for Precipitation Nowcasting Xingjian Shi Zhourong Chen Hao Wang Dit-Yan Yeung W. Wong W. Woo 195 7,816 0 13 Jun 2015