An Analysis of Initial Training Strategies for Exemplar-Free Class-Incremental Learning

Grégoire Petit, Michael Soumm, Eva Feillet +4

Class-Incremental Learning (CIL) aims to build classification models from data streams. At each step of the CIL process, new classes must be integrated into the model. Due to catas…