# SAM_Mamba_2025

**Repository Path**: wuwu-wu/SAM_Mamba_2025

## Basic Information

- **Project Name**: SAM_Mamba_2025
- **Description**: No description available
- **Primary Language**: Unknown
- **License**: MIT
- **Default Branch**: main
- **Homepage**: None
- **GVP Project**: No

## Statistics

- **Stars**: 0
- **Forks**: 0
- **Created**: 2025-12-30
- **Last Updated**: 2025-12-30

## Categories & Tags

**Categories**: Uncategorized

**Tags**: None

## README

# SAM-Mamba
Official implementation of Mamba-guided polyp segmentation model that enhances SAM's pre-trained representations via adapter and polyp-specific priors.

![alt text](assets/SAM_mamba.png)


```markdown
@InProceedings{Dutta_2025_WACV,
    author    = {Dutta, Tapas Kumar and Majhi, Snehashis and Nayak, Deepak Ranjan and Jha, Debesh},
    title     = {SAM-Mamba: Mamba Guided SAM Architecture for Generalized Zero-Shot Polyp Segmentation},
    booktitle = {Proceedings of the Winter Conference on Applications of Computer Vision (WACV)},
    month     = {February},
    year      = {2025},
    pages     = {4655-4664}
}