ABC: Auxiliary Balanced Classifier for Class-Imbalanced Semi-Supervised Learning

Neural Information Processing Systems 

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