A curated collection of papers, tutorials, videos, and other valuable resources related to Mamba.
☆766Aug 5, 2026Updated last month
Alternatives and similar repositories for Awesome-Mamba-Collection
Users that are interested in Awesome-Mamba-Collection are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Awesome Papers related to Mamba.☆1,400Oct 17, 2024Updated last year
- [Mamba-Survey-2024] Paper list for State-Space-Model/Mamba and it's Applications☆754Sep 6, 2026Updated 3 weeks ago
- [Official Repo] Visual Mamba: A Survey and New Outlooks☆747Aug 17, 2026Updated last month
- A paper list of some recent Mamba-based CV works.☆495Mar 3, 2026Updated 7 months ago
- Awesome list of papers that extend Mamba to various applications.☆142Jun 4, 2026Updated 4 months ago
- 1-Click AI Models by DigitalOcean Gradient • AdDeploy popular AI models on DigitalOcean Gradient GPU virtual machines with just a single click. Zero configuration with optimized deployments.
- ✨✨Latest Papers on Vision Mamba and Related Areas☆387Apr 17, 2025Updated last year
- Official code for MambaTS: Improved Selective State Space Models for Long-term Time Series Forecasting☆73Oct 2, 2024Updated 2 years ago
- Mamba SSM architecture☆18,882Jul 22, 2026Updated 2 months ago
- Reading list for research topics in state-space models☆372May 18, 2026Updated 4 months ago
- [ICML 2024] Vision Mamba: Efficient Visual Representation Learning with Bidirectional State Space Model☆3,907Feb 13, 2025Updated last year
- Computation-Efficient Era: A Comprehensive Survey of State Space Models in Medical Image Analysis☆270Jul 22, 2025Updated last year
- A simple and efficient Mamba implementation in pure PyTorch and MLX.☆1,481May 3, 2026Updated 5 months ago
- Official PyTorch Implementation of "The Hidden Attention of Mamba Models"☆237Oct 16, 2025Updated 11 months ago
- [NeurIPS 2024] Official repository of MLLA☆375Jul 11, 2025Updated last year
- Wordpress hosting with auto-scaling - Free Trial Offer • AdFully Managed hosting for WordPress and WooCommerce businesses that need reliable, auto-scalable performance. Cloudways SafeUpdates now available.
- Collection of papers on state-space models☆620Updated this week
- Mamba in Vision: A Comprehensive Survey of Techniques and Applications☆145Oct 10, 2024Updated last year
- [CVPR 2025] Official PyTorch Implementation of MambaVision: A Hybrid Mamba-Transformer Vision Backbone☆2,237Mar 11, 2026Updated 6 months ago
- Implementation of Vision Mamba from the paper: "Vision Mamba: Efficient Visual Representation Learning with Bidirectional State Space Mod…☆497Sep 26, 2026Updated last week
- Minimal Mamba-2 implementation in PyTorch☆258Jun 17, 2024Updated 2 years ago
- Simba☆220Mar 24, 2024Updated 2 years ago
- Simple, minimal implementation of the Mamba SSM in one file of PyTorch.☆2,970Mar 8, 2024Updated 2 years ago
- [ECCV2024, CVPR2025] MambaIR and MambaIRv2!☆1,180Jun 3, 2026Updated 4 months ago
- A PyTorch implementation of the paper "ZigMa: A DiT-Style Mamba-based Diffusion Model" (ECCV 2024)☆351Mar 17, 2025Updated last year
- 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.
- Swin-UMamba: Mamba-based UNet with ImageNet-based pretraining☆407Mar 19, 2024Updated 2 years ago
- TimeMachine: A Time Series is Worth 4 Mambas for Long-term Forecasting☆221Jul 27, 2024Updated 2 years ago
- Code for paper LocalMamba: Visual State Space Model with Windowed Selective Scan☆285May 6, 2024Updated 2 years ago
- [ECCV2024] VideoMamba: State Space Model for Efficient Video Understanding☆1,130Jul 6, 2024Updated 2 years ago
- This is the codebase for MD-Dose: A diffusion model based on the Mamba for radiation dose prediction☆37Jun 22, 2025Updated last year
- ☆24Jun 17, 2025Updated last year
- DiMSUM: Diffusion Mamba - A Scalable and Unified Spatial-Frequency Method for Image Generation (NeurIPS 2024)☆46Feb 18, 2025Updated last year
- [NeurIPS 2024] Official Repository of The Mamba in the Llama: Distilling and Accelerating Hybrid Models☆243Oct 14, 2025Updated 11 months ago
- Mamba-UNet Zoo☆827May 19, 2026Updated 4 months ago
- GPU virtual machines on DigitalOcean Gradient AI • AdGet to production fast with high-performance AMD and NVIDIA GPUs you can spin up in seconds. The definition of operational simplicity.
- Implementation of "VL-Mamba: Exploring State Space Models for Multimodal Learning"☆86Mar 21, 2024Updated 2 years ago
- (ACM TOMM) This is the official code repository for "VM-UNet: Vision Mamba UNet for Medical Image Segmentation".☆863Sep 3, 2025Updated last year
- Code for "Is Mamba Effective for Time Series Forecasting?"☆397May 20, 2025Updated last year
- Official PyTorch implementation of the paper IRSRMamba: Infrared Image Super-Resolution via Mamba-based Wavelet Transform Feature Modulat…☆89Feb 26, 2026Updated 7 months ago
- NTIRE Workshop and Challenges @ CVPR 2024☆55Sep 21, 2024Updated 2 years ago
- Graph-Mamba: Towards Long-Range Graph Sequence Modelling with Selective State Spaces☆357Feb 2, 2024Updated 2 years ago
- Integrating Mamba/SSMs with Transformer for Enhanced Long Context and High-Quality Sequence Modeling☆229Sep 25, 2026Updated last week