https://github.com/TapasKumarDutta1/SAM_Mamba_2025

[WACV 2025] SAM-Mamba: Mamba Guided SAM Architecture for Generalized Zero-Shot Polyp Segmentation
https://github.com/TapasKumarDutta1/SAM_Mamba_2025

adapter mamba sam semantic-segmentation

Last synced: 2 months ago
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[WACV 2025] SAM-Mamba: Mamba Guided SAM Architecture for Generalized Zero-Shot Polyp Segmentation

• Host: GitHub
• URL: https://github.com/TapasKumarDutta1/SAM_Mamba_2025
• Owner: TapasKumarDutta1
• License: mit
• Created: 2024-12-05T13:01:45.000Z (10 months ago)
• Default Branch: main
• Last Pushed: 2025-02-22T20:51:44.000Z (8 months ago)
• Last Synced: 2025-07-04T11:58:19.718Z (3 months ago)
• Topics: adapter, mamba, sam, semantic-segmentation
• Homepage: https://openaccess.thecvf.com/content/WACV2025/papers/Dutta_SAM-Mamba_Mamba_Guided_SAM_Architecture_for_Generalized_Zero-Shot_Polyp_Segmentation_WACV_2025_paper.pdf
• Size: 1.45 MB
• Stars: 5
• Watchers: 2
• Forks: 0
• Open Issues: 3
• Metadata Files:
  • Readme: README.md
  • License: LICENSE.txt

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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}

}