USL-Net: Uncertainty Self-Learning Network for Unsupervised Skin Lesion Segmentation

no code implementations • 23 Sep 2023 • Xiaofan Li, Bo Peng, Jie Hu, Changyou Ma, DaiPeng Yang, Zhuyang Xie

Rather than risk potential pseudo-labeling errors or learning confusion by forcefully classifying these regions, we consider them as uncertainty regions, exempting them from pseudo-labeling and allowing the network to self-learn.

Contrastive Learning Lesion Segmentation +2