Swin-UMamba: Mamba-based UNet with ImageNet-based pretraining
☆384Mar 19, 2024Updated 2 years ago
Alternatives and similar repositories for Swin-UMamba
Users that are interested in Swin-UMamba are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- U-Mamba: Enhancing Long-range Dependency for Biomedical Image Segmentation☆990Apr 4, 2024Updated 2 years ago
- SegMamba: Long-range Sequential Modeling Mamba For 3D Medical Image Segmentation☆563Jun 28, 2025Updated 10 months ago
- (ACM TOMM) This is the official code repository for "VM-UNet: Vision Mamba UNet for Medical Image Segmentation".☆836Sep 3, 2025Updated 8 months ago
- Large Kernel Vision Mamba UNet for Medical Image Segmentation☆135Jun 26, 2024Updated last year
- Pytorch implementation of "LightM-UNet: Mamba Assists in Lightweight UNet for Medical Image Segmentation"☆435Mar 29, 2024Updated 2 years ago
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting for WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Deploy in minutes on Cloudways by DigitalOcean.
- Mamba-UNet Zoo☆801Sep 13, 2024Updated last year
- ☆121Mar 15, 2024Updated 2 years ago
- VMamba: Visual State Space Models,code is based on mamba☆3,134Mar 7, 2025Updated last year
- This is the official code repository for "MedMamba: Vision Mamba for Medical Image Classification"☆597Sep 10, 2024Updated last year
- [AAAI' 25] U-KAN Makes Strong Backbone for Medical Image Segmentation and Generation☆533Jun 23, 2025Updated 10 months ago
- [ICML 2024] Vision Mamba: Efficient Visual Representation Learning with Bidirectional State Space Model☆3,853Feb 13, 2025Updated last year
- Official repository for EM-Net: Efficient Channel and Frequency Learning with Mamba for 3D Medical Image Segmentation (MICCAI 2024)☆81Feb 13, 2025Updated last year
- We introduce a new model UU-Mamba for segmenting cardiac MRI images. The model combines the U-Mamba model, an uncertainty-aware loss func…☆44Apr 4, 2025Updated last year
- [ECCVW 2022] The codes for the work "Swin-Unet: Unet-like Pure Transformer for Medical Image Segmentation"☆2,382May 9, 2025Updated 11 months ago
- Deploy on Railway without the complexity - Free Credits Offer • AdConnect your repo and Railway handles the rest with instant previews. Quickly provision container image services, databases, and storage volumes.
- [Patterns (Cell subsidiary journal)] The official code for "UltraLight VM-UNet: Parallel Vision Mamba Significantly Reduces Parameters fo…☆355Jul 20, 2025Updated 9 months ago
- [IEEE TMM] T-Mamba: A unified framework with Long-Range Dependency in dual-domain for 2D & 3D Tooth Segmentation☆100Apr 1, 2026Updated last month
- Replacing Mamba with xLSTM! It works better. We show that xLSTM-Unet can be an effective semantic segmentation backbone.☆202Jul 5, 2024Updated last year
- ☆65Jun 12, 2024Updated last year
- ☆106Feb 18, 2025Updated last year
- U-shaped Vision Mamba for Single Image Dehazing☆163Apr 13, 2024Updated 2 years ago
- Code Implementation of EfficientVMamba☆246Apr 16, 2024Updated 2 years ago
- The official codes for the work "MSVM-UNet: Multi-Scale Vision Mamba UNet for Medical Image Segmentation".☆76Dec 8, 2025Updated 4 months ago
- ✨✨Latest Papers on Vision Mamba and Related Areas☆384Apr 17, 2025Updated last year
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting for WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Deploy in minutes on Cloudways by DigitalOcean.
- Using Diffusion Models to Segment/Reconstruct Organs from Medical Images [AAAI Most influential Paper]☆1,358Sep 10, 2025Updated 7 months ago
- [Neurocomputing] The official code for "H-vmunet: High-order Vision Mamba UNet for Medical Image Segmentation".☆135Jan 23, 2025Updated last year
- [IEEE TCSVT] Vivim: a Video Vision Mamba for Medical Video Segmentation☆189Jun 12, 2025Updated 10 months ago
- Code for paper LocalMamba: Visual State Space Model with Windowed Selective Scan☆280May 6, 2024Updated 2 years ago
- Implementation of Vision Mamba from the paper: "Vision Mamba: Efficient Visual Representation Learning with Bidirectional State Space Mod…☆491Apr 20, 2026Updated 2 weeks ago
- MedSeg: Medical Image Segmentation GUI Toolbox 可视化医学图像分割工具箱☆285Sep 10, 2024Updated last year
- MambaClinix: Hierarchical Gated Convolution and Mamba-Structured UNet for Enhanced 3D Medical Image Segmentation☆23Sep 20, 2024Updated last year
- [IEEE TMI-2024] UNETR++: Delving into Efficient and Accurate 3D Medical Image Segmentation☆524Dec 14, 2025Updated 4 months ago
- Ofiicial Implementation for Mamba-ND: Selective State Space Modeling for Multi-Dimensional Data☆67Jul 1, 2024Updated last year
- Managed Kubernetes at scale on DigitalOcean • AdDigitalOcean Kubernetes includes the control plane, bandwidth allowance, container registry, automatic updates, and more for free.
- ☆102Oct 26, 2023Updated 2 years ago
- MICCAI 2024/2025: nnUNet incorporating additional baselines as SAMed️, Mamba Variants, and MedNeXT to establish a benchmark for segmentat…☆126Apr 21, 2026Updated 2 weeks ago
- multi-scale weakly supervised learning☆13Oct 24, 2023Updated 2 years ago
- VMambaMorph: a Multi-Modality Deformable Image Registration Framework based on Visual State Space Model with Cross-Scan Module☆60Sep 8, 2024Updated last year
- This repository includes the official project of TransUNet, presented in our paper: TransUNet: Transformers Make Strong Encoders for Medi…☆3,173Feb 25, 2026Updated 2 months ago
- [MedIA'25] UN-SAM: Domain-Adaptive Self-Prompt Segmentation for Universal Nuclei Images☆93Jun 25, 2025Updated 10 months ago
- This repo contains code for Convolutional Neural Networks (CNNs) and Transformer-based self-attention models have become standard for med…☆13Oct 30, 2024Updated last year