JCruan519 / VM-UNetView external linksLinks
(ACM TOMM) This is the official code repository for "VM-UNet: Vision Mamba UNet for Medical Image Segmentation".
☆798Sep 3, 2025Updated 5 months ago
Alternatives and similar repositories for VM-UNet
Users that are interested in VM-UNet are comparing it to the libraries listed below
Sorting:
- ☆118Mar 15, 2024Updated last year
- Mamba-UNet Zoo☆776Sep 13, 2024Updated last year
- [Patterns (Cell subsidiary journal)] The official code for "UltraLight VM-UNet: Parallel Vision Mamba Significantly Reduces Parameters fo…☆341Jul 20, 2025Updated 6 months ago
- Pytorch implementation of "LightM-UNet: Mamba Assists in Lightweight UNet for Medical Image Segmentation"☆423Mar 29, 2024Updated last year
- VMamba: Visual State Space Models,code is based on mamba☆3,041Mar 7, 2025Updated 11 months ago
- Swin-UMamba: Mamba-based UNet with ImageNet-based pretraining☆369Mar 19, 2024Updated last year
- U-Mamba: Enhancing Long-range Dependency for Biomedical Image Segmentation☆951Apr 4, 2024Updated last year
- [Neurocomputing] The official code for "H-vmunet: High-order Vision Mamba UNet for Medical Image Segmentation".☆129Jan 23, 2025Updated last year
- SegMamba: Long-range Sequential Modeling Mamba For 3D Medical Image Segmentation☆544Jun 28, 2025Updated 7 months ago
- Large Kernel Vision Mamba UNet for Medical Image Segmentation☆133Jun 26, 2024Updated last year
- [AAAI' 25] U-KAN Makes Strong Backbone for Medical Image Segmentation and Generation☆519Jun 23, 2025Updated 7 months ago
- [ICML 2024] Vision Mamba: Efficient Visual Representation Learning with Bidirectional State Space Model☆3,795Feb 13, 2025Updated last year
- This is the official code repository for "MedMamba: Vision Mamba for Medical Image Classification"☆574Sep 10, 2024Updated last year
- (MICCAI23) This is the official code repository for "EGE-UNet: an Efficient Group Enhanced UNet for skin lesion segmentation".☆316Jul 20, 2023Updated 2 years ago
- [ECCVW 2022] The codes for the work "Swin-Unet: Unet-like Pure Transformer for Medical Image Segmentation"☆2,323May 9, 2025Updated 9 months ago
- Replacing Mamba with xLSTM! It works better. We show that xLSTM-Unet can be an effective semantic segmentation backbone.☆196Jul 5, 2024Updated last year
- ☆285Nov 10, 2025Updated 3 months ago
- Code for paper LocalMamba: Visual State Space Model with Windowed Selective Scan☆275May 6, 2024Updated last year
- This repository includes the official project of TransUNet, presented in our paper: TransUNet: Transformers Make Strong Encoders for Medi…☆3,095Jul 26, 2024Updated last year
- (BIBM22) This is the official code repository for "MALUNet: A Muti-Attention and Light-weight UNet for Skin Lesion Segmentation".☆99May 24, 2023Updated 2 years ago
- ☆60Aug 27, 2024Updated last year
- U-shaped Vision Mamba for Single Image Dehazing☆162Apr 13, 2024Updated last year
- The official codes for the work "MSVM-UNet: Multi-Scale Vision Mamba UNet for Medical Image Segmentation".☆67Dec 8, 2025Updated 2 months ago
- Implementation of Vision Mamba from the paper: "Vision Mamba: Efficient Visual Representation Learning with Bidirectional State Space Mod…☆482Updated this week
- ☆203Jun 2, 2024Updated last year
- Using Diffusion Models to Segment/Reconstruct Organs from Medical Images [AAAI Most influential Paper]☆1,345Sep 10, 2025Updated 5 months ago
- [IEEE TMM] T-Mamba: A unified framework with Long-Range Dependency in dual-domain for 2D & 3D Tooth Segmentation☆99Oct 24, 2025Updated 3 months ago
- KM-UNet KAN Mamba UNet for medical image segmentation☆22Nov 25, 2025Updated 2 months ago
- [WACV 2025] Python implementation of Sigma: Siamese Mamba Network for Multi-Modal Semantic Segmentation☆272Sep 10, 2025Updated 5 months ago
- Official Pytorch Code base for "UNeXt: MLP-based Rapid Medical Image Segmentation Network", MICCAI 2022☆551Sep 9, 2023Updated 2 years ago
- Official repository for EM-Net: Efficient Channel and Frequency Learning with Mamba for 3D Medical Image Segmentation (MICCAI 2024)☆78Feb 13, 2025Updated last year
- [ISBI 2024 Oral] Official Pytorch Code base for "CMUNeXt: An Efficient Medical Image Segmentation Network based on Large Kernel and Skip …☆121Dec 2, 2024Updated last year
- ☆61Jan 10, 2024Updated 2 years ago
- Merging Context Clustering with Visual State Space Models for Medical Image Segmentation☆55Aug 1, 2025Updated 6 months ago
- [IEEE TCSVT] Vivim: a Video Vision Mamba for Medical Video Segmentation☆185Jun 12, 2025Updated 8 months ago
- ACC-UNet is A Completely Convolutional UNet model inspired from transformer-based UNets☆123Oct 16, 2023Updated 2 years ago
- LB-UNet: A Lightweight Boundary-assisted UNet for Skin Lesion Segmentation☆39Feb 7, 2025Updated last year
- Official repository of CVPR 2024 paper "EMCAD: Efficient Multi-scale Convolutional Attention Decoding for Medical Image Segmentation"☆316Jan 29, 2026Updated 2 weeks ago
- [MICCAI 2023] MedNeXt is a fully ConvNeXt architecture for 3D medical image segmentation.☆480Nov 2, 2024Updated last year