Data-Free Generative Replay for Class-Incremental Learning on Imbalanced Data

Sohaib Younis, Bernhard Seeger

Continual learning is a challenging problem in machine learning, especially for image classification tasks with imbalanced datasets. It becomes even more challenging when it involv…