Juzheng Miao

CauSSL: Causality-inspired Semi-supervised Learning for Medical Image Segmentation

Semi-supervised learning (SSL) has recently demonstrated great success in medical image segmentation, significantly enhancing data efficiency with limited annotations. However, despite its empirical benefits, there are still concerns in the literature about the theoretical foundation and explanation…