Zhongyang Yu

RegMixMatch: Optimizing Mixup Utilization in Semi-Supervised Learning

Consistency regularization and pseudo-labeling have significantly advanced semi-supervised learning (SSL). Prior works have effectively employed Mixup for consistency regularization in SSL. However, our findings indicate that applying Mixup for consistency regularization may degrade SSL performance…