CaliMatch: Adaptive Calibration for Improving Safe Semi-supervised Learning

Jinsoo Bae, Seoung Bum Kim, Hyungrok Do

Semi-supervised learning (SSL) uses unlabeled data to improve the performance of machine learning models when labeled data is scarce. However, its real-world applications often fac…