UltraLight VM-UNet: Parallel Vision Mamba Significantly Reduces Parameters for Skin Lesion Segmentation

29 March 2024

Papers citing "UltraLight VM-UNet: Parallel Vision Mamba Significantly Reduces Parameters for Skin Lesion Segmentation"

21 / 21 papers shown

Title
Mamba-Sea: A Mamba-based Framework with Global-to-Local Sequence Augmentation for Generalizable Medical Image Segmentation Zihan Cheng Jintao Guo J. Zhang Lei Qi Luping Zhou Yinghuan Shi Yang Gao Mamba 43 0 0 24 Apr 2025
WeatherGen: A Unified Diverse Weather Generator for LiDAR Point Clouds via Spider Mamba Diffusion Yang Wu Yun Zhu Kaihua Zhang J. Qian J. Xie Jian Yang DiffM AI4CE 49 0 0 18 Apr 2025
ASP-VMUNet: Atrous Shifted Parallel Vision Mamba U-Net for Skin Lesion Segmentation Muyi Bao Shuchang Lyu Zhaoyang Xu Qi Zhao Changyu Zeng Wenpei Bai Guangliang Cheng Mamba 55 0 0 25 Mar 2025
A Reverse Mamba Attention Network for Pathological Liver Segmentation Jun Zeng Debesh Jha Ertugrul Aktas Elif Keles A. Medetalibeyoğlu ... Robert Lewandowski Daniela Ladner Amir Borhani Gorkem Durak Ulas Bagci Mamba 49 1 0 23 Feb 2025
EDMB: Edge Detector with Mamba Yachuan Li Xavier Soria Poma Yun Bai Qian Xiao Chaozhi Yang Guanlin Li Zongmin Li Mamba 40 0 0 10 Jan 2025
MambaSCI: Efficient Mamba-UNet for Quad-Bayer Patterned Video Snapshot Compressive Imaging Zhenghao Pan Haijin Zeng Jiezhang Cao Yongyong Chen Kai Zhang Yong Xu Mamba 32 1 0 18 Oct 2024
SkinMamba: A Precision Skin Lesion Segmentation Architecture with Cross-Scale Global State Modeling and Frequency Boundary Guidance Shun Zou Mingya Zhang Bingjian Fan Zhengyi Zhou Xiuguo Zou Mamba 26 3 0 17 Sep 2024
xLSTM-UNet can be an Effective 2D & 3D Medical Image Segmentation Backbone with Vision-LSTM (ViL) better than its Mamba Counterpart Tianrun Chen Chaotao Ding Lanyun Zhu Tao Xu Deyi Ji Yan Wang Ying-Dong Zang Z. Li MedIm Mamba 52 13 0 01 Jul 2024
LFMamba: Light Field Image Super-Resolution with State Space Model Wang xia Yao Lu Shunzhou Wang Ziqi Wang Peiqi Xia Tianfei Zhou Mamba 48 4 0 18 Jun 2024
MHS-VM: Multi-Head Scanning in Parallel Subspaces for Vision Mamba Zhongping Ji Mamba 36 0 0 10 Jun 2024
MUCM-Net: A Mamba Powered UCM-Net for Skin Lesion Segmentation Chunyu Yuan Dongfang Zhao S. Agaian Mamba 33 4 0 24 May 2024
Vision Mamba: A Comprehensive Survey and Taxonomy Xiao Liu Chenxu Zhang Lei Zhang Mamba 41 25 0 07 May 2024
MemoryMamba: Memory-Augmented State Space Model for Defect Recognition Qianning Wang He Hu Yucheng Zhou Mamba 41 14 0 06 May 2024
AC-MAMBASEG: An adaptive convolution and Mamba-based architecture for enhanced skin lesion segmentation Viet-Thanh Nguyen Van-Truong Pham Thi-Thao Tran Mamba 29 5 0 05 May 2024
DVMSR: Distillated Vision Mamba for Efficient Super-Resolution Xiaoyan Lei Wenlong Zhang Weifeng Cao 29 11 0 05 May 2024
A Survey on Visual Mamba Hanwei Zhang Ying Zhu Dan Wang Lijun Zhang Tianxiang Chen Zi Ye Mamba 37 56 0 24 Apr 2024
State Space Model for New-Generation Network Alternative to Transformers: A Survey Xiao Wang Shiao Wang Yuhe Ding Yuehang Li Wentao Wu ... Bowei Jiang Chenglong Li Yaowei Wang Yonghong Tian Jin Tang Mamba 33 49 0 15 Apr 2024
VM-UNET-V2 Rethinking Vision Mamba UNet for Medical Image Segmentation Mingya Zhang Yue Yu Limei Gu Tingsheng Lin Xianping Tao Mamba 52 44 0 14 Mar 2024
VM-UNet: Vision Mamba UNet for Medical Image Segmentation Jiacheng Ruan Suncheng Xiang Mamba 72 254 0 04 Feb 2024
U-Mamba: Enhancing Long-range Dependency for Biomedical Image Segmentation Jun Ma Feifei Li Bo Wang Mamba 80 330 0 09 Jan 2024
U-Net: Convolutional Networks for Biomedical Image Segmentation Olaf Ronneberger Philipp Fischer Thomas Brox SSeg 3DV 288 75,800 0 18 May 2015