Visual Mamba: A Survey and New Outlooks

29 April 2024

Hao Chen

Papers citing "Visual Mamba: A Survey and New Outlooks"

29 / 29 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
MambaHSI: Spatial-Spectral Mamba for Hyperspectral Image Classification Yapeng Li Yong Luo L. Zhang Zengmao Wang Bo Du Mamba 49 57 0 10 Jan 2025
HMIL: Hierarchical Multi-Instance Learning for Fine-Grained Whole Slide Image Classification C. Jin Luyang Luo Huangjing Lin Jun Hou Hao Chen 28 2 0 12 Nov 2024
VM-DDPM: Vision Mamba Diffusion for Medical Image Synthesis Zhihan Ju Wanting Zhou MedIm 25 2 0 09 May 2024
Rethinking Efficient and Effective Point-based Networks for Event Camera Classification and Regression: EventMamba Hongwei Ren Yue Zhou Jiadong Zhu Haotian Fu Yulong Huang Xiaopeng Lin Yuetong Fang Fei Ma Hao Yu Bo-Xun Cheng Mamba 36 9 0 09 May 2024
SOAR: Advancements in Small Body Object Detection for Aerial Imagery Using State Space Models and Programmable Gradients Tushar Verma Jyotsna Singh Yash Bhartari Rishi Jarwal Suraj Singh Shubhkarman Singh Mamba 23 1 0 02 May 2024
CU-Mamba: Selective State Space Models with Channel Learning for Image Restoration Rui Deng Tianpei Gu Mamba 31 16 0 17 Apr 2024
Text-controlled Motion Mamba: Text-Instructed Temporal Grounding of Human Motion Xinghan Wang Zixi Kang Yadong Mu Mamba 28 6 0 17 Apr 2024
FreqMamba: Viewing Mamba from a Frequency Perspective for Image Deraining Zou Zhen Yu Hu Zhao Feng Mamba 21 12 0 15 Apr 2024
FusionMamba: Dynamic Feature Enhancement for Multimodal Image Fusion with Mamba Xinyu Xie Yawen Cui Chio-in Ieong Tao Tan Xiaozhi Zhang Mamba 32 39 0 15 Apr 2024
A Novel State Space Model with Local Enhancement and State Sharing for Image Fusion Zihan Cao Xiao Wu Liang-Jian Deng Yu Zhong Mamba 32 9 0 14 Apr 2024
MambaDFuse: A Mamba-based Dual-phase Model for Multi-modality Image Fusion Zhe Li Haiwei Pan Kejia Zhang Yuhua Wang Feng Yu Mamba 27 19 0 12 Apr 2024
SurvMamba: State Space Model with Multi-grained Multi-modal Interaction for Survival Prediction Ying Chen Jiajing Xie Yuxiang Lin Yuhang Song Wenxian Yang Rongshan Yu Mamba 20 5 0 11 Apr 2024
RhythmMamba: Fast, Lightweight, and Accurate Remote Physiological Measurement Bochao Zou Zizheng Guo Xiaocheng Hu Huimin Ma Mamba 23 1 0 09 Apr 2024
VMambaMorph: a Multi-Modality Deformable Image Registration Framework based on Visual State Space Model with Cross-Scan Module Ziyang Wang Jian-Qing Zheng Chao Ma Tao Guo Mamba 26 3 0 07 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 37 11 0 05 Apr 2024
Locating and Editing Factual Associations in Mamba Arnab Sen Sharma David Atkinson David Bau KELM 64 16 0 04 Apr 2024
SpikeMba: Multi-Modal Spiking Saliency Mamba for Temporal Video Grounding Wenrui Li Xiaopeng Hong Ruiqin Xiong Xiaopeng Fan Mamba 36 17 0 01 Apr 2024
ReMamber: Referring Image Segmentation with Mamba Twister Yu-Hao Yang Chaofan Ma Jiangchao Yao Zhun Zhong Ya-Qin Zhang Yanfeng Wang Mamba 50 20 0 26 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 26 51 0 18 Mar 2024
Understanding Robustness of Visual State Space Models for Image Classification Chengbin Du Yanxi Li Chang Xu Mamba 26 12 0 16 Mar 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 35 21 0 11 Feb 2024
Scalable Diffusion Models with State Space Backbone Zhengcong Fei Mingyuan Fan Changqian Yu Junshi Huang 59 33 0 08 Feb 2024
VM-UNet: Vision Mamba UNet for Medical Image Segmentation Jiacheng Ruan Suncheng Xiang Mamba 59 241 0 04 Feb 2024
Resurrecting Recurrent Neural Networks for Long Sequences Antonio Orvieto Samuel L. Smith Albert Gu Anushan Fernando Çağlar Gülçehre Razvan Pascanu Soham De 83 258 0 11 Mar 2023
Wave-ViT: Unifying Wavelet and Transformers for Visual Representation Learning Ting Yao Yingwei Pan Yehao Li Chong-Wah Ngo Tao Mei ViT 127 135 0 11 Jul 2022
How to Train Your HiPPO: State Space Models with Generalized Orthogonal Basis Projections Albert Gu Isys Johnson Aman Timalsina Atri Rudra Christopher Ré Mamba 79 59 0 24 Jun 2022
Emerging Properties in Self-Supervised Vision Transformers Mathilde Caron Hugo Touvron Ishan Misra Hervé Jégou Julien Mairal Piotr Bojanowski Armand Joulin 283 4,299 0 29 Apr 2021
Semantic Understanding of Scenes through the ADE20K Dataset Bolei Zhou Hang Zhao Xavier Puig Tete Xiao Sanja Fidler Adela Barriuso Antonio Torralba SSeg 243 1,817 0 18 Aug 2016