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1. SAMIX SAMIX Public

   [CVPR 2026] Official repository for "SAMIX: Reinforcing SAM2 with Semantic Adapter and Reference Selecting Policy for Mix-Supervised Segmentation"

   Python 24

2. Scatteredrain/SALI Scatteredrain/SALI Public

   [MICCAI 2024 Oral] SALI: Short-term Alignment and Long-term Interaction Network for Colonoscopy Video Polyp Segmentation

   Python 51 1

3. MonoBox MonoBox Public

   [AAAI 2025] MonoBox: Tightness-free Box-supervised Polyp Segmentation using Monotonicity Constraint

   Python 24 1

4. PaGKD PaGKD Public

   [AAAI 2026] Pairing-free Group-level Knowledge Distillation for Robust Gastrointestinal Lesion Classification in White-Light Endoscopy

   Python 9 1

5. M2C M2C Public

   [MICCAI 2026] Official repository for “Mask to Concept: Auto-promptable SAM3 via Concept Embedding Searching for Training-free Few-shot Annotation”

   Python 3