ABC: Auxiliary Balanced Classifier for Class-imbalanced Semi-supervised Learning

Hyuck Lee, Seungjae Shin, Heeyoung Kim

Existing semi-supervised learning (SSL) algorithms typically assume class-balanced datasets, although the class distributions of many real-world datasets are imbalanced. In general…