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

no code implementations • 22 Aug 2023 • Grégoire Petit, Michael Soumm, Eva Feillet, Adrian Popescu, Bertrand Delezoide, David Picard, Céline Hudelot

Our main finding is that the initial training strategy is the dominant factor influencing the average incremental accuracy, but that the choice of CIL algorithm is more important in preventing forgetting.

Class Incremental Learning Incremental Learning