Pseudo-label Learning with Calibrated Confidence Using an Energy-based Model

Masahito Toba, Seiichi Uchida, Hideaki Hayashi

In pseudo-labeling (PL), which is a type of semi-supervised learning, pseudo-labels are assigned based on the confidence scores provided by the classifier; therefore, accurate conf…