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1. SAM2-UNet SAM2-UNet Public

   [VINT 2026] SAM2-UNet: Segment Anything 2 Makes Strong Encoder for Natural and Medical Image Segmentation

   Python 520 60

2. MoE-Polyp MoE-Polyp Public

   [MMAsia 2024] MoE-Polyp: Shifting More Attention to Small Polyp Segmentation via Mixture-of-Experts

   3

3. BMANet BMANet Public

   [BSPC 2025] BMANet: Boundary-guided multi-level attention network for polyp segmentation in colonoscopy images

   Python 10 1

4. HFS-SAM2 HFS-SAM2 Public

   [IEEE SPL 2025] HFS-SAM2: Segment Anything Model 2 with High-Frequency Feature Supplementation for Camouflaged Object Detection

   Python 4 2