Improving Forward Compatibility in Class Incremental Learning by Increasing Representation Rank and Feature Richness

Jaeill Kim, Wonseok Lee, Moonjung Eo +1

Class Incremental Learning (CIL) constitutes a pivotal subfield within continual learning, aimed at enabling models to progressively learn new classification tasks while retaining…