Implementation of Vision Mamba from the paper: "Vision Mamba: Efficient Visual Representation Learning with Bidirectional State Space Model" It's 2.8x faster than DeiT and saves 86.8% GPU memory when performing batch inference to extract features on high-res images
☆485Mar 30, 2026Updated last week
Alternatives and similar repositories for VisionMamba
Users that are interested in VisionMamba are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- [ICML 2024] Vision Mamba: Efficient Visual Representation Learning with Bidirectional State Space Model☆3,837Feb 13, 2025Updated last year
- VMamba: Visual State Space Models，code is based on mamba☆3,108Mar 7, 2025Updated last year
- [CVPR 2025] Official PyTorch Implementation of MambaVision: A Hybrid Mamba-Transformer Vision Backbone☆2,093Mar 11, 2026Updated 3 weeks ago
- This is the official code repository for "MedMamba: Vision Mamba for Medical Image Classification"☆590Sep 10, 2024Updated last year
- (ACM TOMM) This is the official code repository for "VM-UNet: Vision Mamba UNet for Medical Image Segmentation".☆821Sep 3, 2025Updated 7 months ago
- Managed Database hosting by DigitalOcean • AdPostgreSQL, MySQL, MongoDB, Kafka, Valkey, and OpenSearch available. Automatically scale up storage and focus on building your apps.
- Mamba SSM architecture☆17,834Mar 30, 2026Updated last week
- Build high-performance AI models with modular building blocks☆580Feb 9, 2026Updated last month
- [ICLR2025] This repository is the official implementation of our Autoregressive Pretraining with Mamba in Vision☆90May 30, 2025Updated 10 months ago
- [Official Repo] Visual Mamba: A Survey and New Outlooks☆733Feb 18, 2025Updated last year
- ✨✨Latest Papers on Vision Mamba and Related Areas☆382Apr 17, 2025Updated 11 months ago
- A paper list of some recent Mamba-based CV works.☆464Mar 3, 2026Updated last month
- [Mamba-Survey-2024] Paper list for State-Space-Model/Mamba and it's Applications☆750Jun 28, 2025Updated 9 months ago
- Swin-UMamba: Mamba-based UNet with ImageNet-based pretraining☆378Mar 19, 2024Updated 2 years ago
- U-Mamba: Enhancing Long-range Dependency for Biomedical Image Segmentation☆977Apr 4, 2024Updated 2 years ago
- 1-Click AI Models by DigitalOcean Gradient • AdDeploy popular AI models on DigitalOcean Gradient GPU virtual machines with just a single click and start building anything your business needs.
- Awesome Papers related to Mamba.☆1,394Oct 17, 2024Updated last year
- Code Implementation of EfficientVMamba☆245Apr 16, 2024Updated last year
- [IEEE TCSVT] Vivim: a Video Vision Mamba for Medical Video Segmentation☆187Jun 12, 2025Updated 9 months ago
- ☆24Jan 21, 2024Updated 2 years ago
- Code for paper LocalMamba: Visual State Space Model with Windowed Selective Scan☆277May 6, 2024Updated last year
- Implementation of MoE Mamba from the paper: "MoE-Mamba: Efficient Selective State Space Models with Mixture of Experts" in Pytorch and Ze…☆125Mar 22, 2026Updated 2 weeks ago
- A curated collection of papers, tutorials, videos, and other valuable resources related to Mamba.☆718Feb 19, 2026Updated last month
- A simple and efficient Mamba implementation in pure PyTorch and MLX.☆1,448Jan 26, 2026Updated 2 months ago
- [WACV 2025] Python implementation of Sigma: Siamese Mamba Network for Multi-Modal Semantic Segmentation☆279Sep 10, 2025Updated 6 months ago
- Managed Kubernetes at scale on DigitalOcean • AdDigitalOcean Kubernetes includes the control plane, bandwidth allowance, container registry, automatic updates, and more for free.
- Mamba in Vision: A Comprehensive Survey of Techniques and Applications☆140Oct 10, 2024Updated last year
- Implementation of a modular, high-performance, and simplistic mamba for high-speed applications☆40Nov 11, 2024Updated last year
- [ICCV2025] Introduce Mamba2 to Vision.☆187Oct 29, 2025Updated 5 months ago
- SegMamba: Long-range Sequential Modeling Mamba For 3D Medical Image Segmentation☆556Jun 28, 2025Updated 9 months ago
- Simple, minimal implementation of the Mamba SSM in one file of PyTorch.☆2,940Mar 8, 2024Updated 2 years ago
- [Neurocomputing] The official code for "H-vmunet: High-order Vision Mamba UNet for Medical Image Segmentation".☆132Jan 23, 2025Updated last year
- Implementation of "M3amba: Memory Mamba is All You Need for Whole Slide Image Classification". CVPR2025☆11Feb 27, 2025Updated last year
- [ICLR 2025 Spotlight] Vision-RWKV: Efficient and Scalable Visual Perception with RWKV-Like Architectures☆543Feb 18, 2025Updated last year
- the official pytorch implementation of “Mamba-YOLO：SSMs-based for Object Detection”☆608Dec 14, 2024Updated last year
- DigitalOcean Gradient AI Platform • AdBuild production-ready AI agents using customizable tools or access multiple LLMs through a single endpoint. Create custom knowledge bases or connect external data.
- The suite of modeling video with Mamba☆293May 14, 2024Updated last year
- A novel implementation of fusing ViT with Mamba into a fast, agile, and high performance Multi-Modal Model. Powered by Zeta, the simplest…☆462Mar 27, 2026Updated last week
- This is the code of the paper CS2DT: Cross Spatial–Spectral Dense Transformer for Hyperspectral Image (HSI) Classification.☆11Oct 11, 2023Updated 2 years ago
- Implementation of "VL-Mamba: Exploring State Space Models for Multimodal Learning"☆86Mar 21, 2024Updated 2 years ago
- ☆17Jul 18, 2023Updated 2 years ago
- Implementation of Spectral State Space Models☆16Feb 23, 2024Updated 2 years ago
- Pytorch implementation of "LightM-UNet: Mamba Assists in Lightweight UNet for Medical Image Segmentation"☆432Mar 29, 2024Updated 2 years ago