Author

Jiaye Song

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Preprint Aug 2026

CSG-Mamba: A Convolutional Scoring Gating Vision State Space Network for Endoscopic Polyp Segmentation

CSG-Mamba, a convolutional scoring gating Vision State Space network for endoscopic polyp segmentation, built on a VM-UNet-style asymmetric U-shaped encoder-decoder, outperforming the baselines on most overlap and recall metrics while maintaining competitive boundary accuracy.

Yuliang Wang, Jiaqi Wu, Jiaye Song et al. · 0 citations