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cs.CV2026

Bi-Level Collaborative Learning for Few-Shot Scribble-Supervised Medical Image Segmentation

Xiang-Xiang Su, Yufan Ye, Yihang Zheng +2

The paper introduces a bi-level collaborative learning framework that combines a learnable superpixel model with a segmentation network to improve few-shot, scribble‑supervised med…