Online Continual Learning from Imbalanced Data

Aristotelis Chrysakis, Marie-Francine Moens

Abstract: A well-documented weakness of neural networks is the fact that they suffer from catastrophic forgetting when trained on data provided by a non-stationary distribution. Recent work in the field of c...