Recommendation of data-free class-incremental learning algorithms by simulating future data

Eva Feillet, Adrian Popescu, Céline Hudelot

Class-incremental learning deals with sequential data streams composed of batches of classes. Various algorithms have been proposed to address the challenging case where samples fr…