Taming Overconfident Prediction on Unlabeled Data from Hindsight

Jing Li, Yuangang Pan, Ivor W. Tsang

Minimizing prediction uncertainty on unlabeled data is a key factor to achieve good performance in semi-supervised learning (SSL). The prediction uncertainty is typically expressed…