On the Importance of Calibration in Semi-supervised Learning

Charlotte Loh, Rumen Dangovski, Shivchander Sudalairaj +5

State-of-the-art (SOTA) semi-supervised learning (SSL) methods have been highly successful in leveraging a mix of labeled and unlabeled data by combining techniques of consistency…