SAM-Mamba

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

@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}
}