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UltraLight VM-UNet: Parallel Vision Mamba Significantly Reduces
  Parameters for Skin Lesion Segmentation
v1v2v3 (latest)

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

29 March 2024
Renkai Wu
Yinghao Liu
Pengchen Liang
Qing Chang
    Mamba
ArXiv (abs)PDFHTMLGithub (288★)

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

26 / 26 papers shown
Rethinking Convergence in Deep Learning: The Predictive-Corrective Paradigm for Anatomy-Informed Brain MRI Segmentation
Rethinking Convergence in Deep Learning: The Predictive-Corrective Paradigm for Anatomy-Informed Brain MRI Segmentation
Feifei Zhang
Zhenhong Jia
Sensen Song
Fei Shi
Dayong Ren
MedIm
129
1
0
17 Oct 2025
EEMS: Edge-Prompt Enhanced Medical Image Segmentation Based on Learnable Gating Mechanism
EEMS: Edge-Prompt Enhanced Medical Image Segmentation Based on Learnable Gating Mechanism
Han Xia
Quanjun Li
Qian Li
Zimeng Li
Hongbin Ye
Yupeng Liu
Haolun Li
Xuhang Chen
84
0
0
13 Oct 2025
MK-UNet: Multi-kernel Lightweight CNN for Medical Image Segmentation
MK-UNet: Multi-kernel Lightweight CNN for Medical Image Segmentation
Md Mostafijur Rahman
R. Marculescu
SSeg
221
3
0
23 Sep 2025
CD-Mamba: Cloud detection with long-range spatial dependency modeling
CD-Mamba: Cloud detection with long-range spatial dependency modelingJournal of Applied Remote Sensing (JARS), 2025
Tianxiang Xue
Jiayi Zhao
Jingsheng Li
Changlu Chen
Kun Zhan
Mamba
124
1
0
05 Sep 2025
Privacy-enhancing Sclera Segmentation Benchmarking Competition: SSBC 2025
Privacy-enhancing Sclera Segmentation Benchmarking Competition: SSBC 2025
Matej Vitek
Darian Tomašević
Abhijit Das
Sabari Nathan
Gökhan Özbulak
...
Raghavendra Ramachandra
Aditya Nigam
Umapada Pal
Peter Peer
Vitomir Štruc
148
0
0
14 Aug 2025
UltraLight Med-Vision Mamba for Classification of Neoplastic Progression in Tubular Adenomas
UltraLight Med-Vision Mamba for Classification of Neoplastic Progression in Tubular Adenomas
Aqsa Sultana
Nordin Abouzahra
Ahmed Rahu
Brian Shula
Brandon Combs
Derrick Forchetti
Theus H. Aspiras
V. Asari
Mamba
85
0
0
12 Aug 2025
Simple is what you need for efficient and accurate medical image segmentation
Simple is what you need for efficient and accurate medical image segmentation
Xiang Yu
Yihao Chen
Guannan He
Qing Zeng
Yue Qin
...
Delong Yang
Bocheng Liang
Bin Pu
Ying Yuan
Shengli Li
172
1
0
16 Jun 2025
FuseUNet: A Multi-Scale Feature Fusion Method for U-like Networks
FuseUNet: A Multi-Scale Feature Fusion Method for U-like Networks
Quansong He
Xiangde Min
Kaishen Wang
Tao He
271
1
0
06 Jun 2025
Mamba-Sea: A Mamba-based Framework with Global-to-Local Sequence Augmentation for Generalizable Medical Image Segmentation
Mamba-Sea: A Mamba-based Framework with Global-to-Local Sequence Augmentation for Generalizable Medical Image SegmentationIEEE Transactions on Medical Imaging (IEEE TMI), 2025
Zihan Cheng
Jintao Guo
Junxuan Zhang
Lei Qi
Luping Zhou
Yinghuan Shi
Yang Gao
Mamba
245
14
0
24 Apr 2025
WeatherGen: A Unified Diverse Weather Generator for LiDAR Point Clouds via Spider Mamba Diffusion
WeatherGen: A Unified Diverse Weather Generator for LiDAR Point Clouds via Spider Mamba DiffusionComputer Vision and Pattern Recognition (CVPR), 2025
Yang Wu
Yun Zhu
Kaihua Zhang
J. Qian
J. Xie
Jian Yang
DiffMAI4CE
336
5
0
18 Apr 2025
ASP-VMUNet: Atrous Shifted Parallel Vision Mamba U-Net for Skin Lesion Segmentation
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
217
0
0
25 Mar 2025
A Reverse Mamba Attention Network for Pathological Liver Segmentation
A Reverse Mamba Attention Network for Pathological Liver Segmentation
Jun Zeng
Debesh Jha
Ertugrul Aktas
Elif Keles
Alpay Medetalibeyoglu
...
Robert Lewandowski
Daniela Ladner
Amir Borhani
Gorkem Durak
Ulas Bagci
Mamba
377
3
0
23 Feb 2025
EDMB: Edge Detector with Mamba
EDMB: Edge Detector with MambaIEEE Workshop/Winter Conference on Applications of Computer Vision (WACV), 2025
Yachuan Li
Xavier Soria Poma
Yun Bai
Qian Xiao
Chaozhi Yang
Guanlin Li
Zongmin Li
Mamba
187
2
0
10 Jan 2025
VMamba: Visual State Space Model
VMamba: Visual State Space ModelNeural Information Processing Systems (NeurIPS), 2024
Yue Liu
Yunjie Tian
Yuzhong Zhao
Hongtian Yu
Lingxi Xie
Yaowei Wang
Qixiang Ye
Jianbin Jiao
Yunfan Liu
Mamba
1.1K
1,491
0
31 Dec 2024
MambaSCI: Efficient Mamba-UNet for Quad-Bayer Patterned Video Snapshot
  Compressive Imaging
MambaSCI: Efficient Mamba-UNet for Quad-Bayer Patterned Video Snapshot Compressive ImagingNeural Information Processing Systems (NeurIPS), 2024
Zhenghao Pan
Haijin Zeng
Jingyun Liang
Yongyong Chen
Kai Zhang
Yong Xu
Mamba
342
6
0
18 Oct 2024
SkinMamba: A Precision Skin Lesion Segmentation Architecture with
  Cross-Scale Global State Modeling and Frequency Boundary Guidance
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
222
9
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
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 Zang
Ziyue Li
MedImMamba
288
28
0
01 Jul 2024
LFMamba: Light Field Image Super-Resolution with State Space Model
LFMamba: Light Field Image Super-Resolution with State Space Model
Wang xia
Yao Lu
Shunzhou Wang
Ziqi Wang
Peiqi Xia
Tianfei Zhou
Mamba
235
8
0
18 Jun 2024
MHS-VM: Multi-Head Scanning in Parallel Subspaces for Vision Mamba
MHS-VM: Multi-Head Scanning in Parallel Subspaces for Vision Mamba
Zhongping Ji
Mamba
241
1
0
10 Jun 2024
MUCM-Net: A Mamba Powered UCM-Net for Skin Lesion Segmentation
MUCM-Net: A Mamba Powered UCM-Net for Skin Lesion Segmentation
Chunyu Yuan
Dongfang Zhao
S. Agaian
Mamba
185
14
0
24 May 2024
Vision Mamba: A Comprehensive Survey and Taxonomy
Vision Mamba: A Comprehensive Survey and Taxonomy
Xiao Liu
Chenxu Zhang
Lei Zhang
Mamba
267
77
0
07 May 2024
MemoryMamba: Memory-Augmented State Space Model for Defect Recognition
MemoryMamba: Memory-Augmented State Space Model for Defect Recognition
Qianning Wang
He Hu
Yucheng Zhou
Mamba
228
21
0
06 May 2024
AC-MAMBASEG: An adaptive convolution and Mamba-based architecture for
  enhanced skin lesion segmentation
AC-MAMBASEG: An adaptive convolution and Mamba-based architecture for enhanced skin lesion segmentation
Viet-Thanh Nguyen
Van-Truong Pham
Thi-Thao Tran
Mamba
300
11
0
05 May 2024
DVMSR: Distillated Vision Mamba for Efficient Super-Resolution
DVMSR: Distillated Vision Mamba for Efficient Super-Resolution
Xiaoyan Lei
Wenlong Zhang
Weifeng Cao
394
32
0
05 May 2024
A Survey on Visual Mamba
A Survey on Visual Mamba
Hanwei Zhang
Ying Zhu
Dan Wang
Lijun Zhang
Tianxiang Chen
Zi Ye
Mamba
335
142
0
24 Apr 2024
State Space Model for New-Generation Network Alternative to
  Transformers: A Survey
State Space Model for New-Generation Network Alternative to Transformers: A Survey
Tianlin Li
Shiao Wang
Yuhe Ding
Yuehang Li
Wentao Wu
...
Bowei Jiang
Chenglong Li
Yaowei Wang
Yonghong Tian
Jin Tang
Mamba
398
80
0
15 Apr 2024
1