Diffusion-Guided Mask-Consistent Paired Mixing for Endoscopic Image Segmentation

Pengyu Jie, Wanquan Liu, Rui He +3

Augmentation for dense prediction typically relies on either sample mixing or generative synthesis. Mixing improves robustness but misaligned masks yield soft label ambiguity. Diff…