Width Expansion as a Method for Class Incremental Learning

A. L. S. Conde, Y. Elkhatib, C. M. Ranieri

Class Incremental Learning (Class-IL) requires models to learn new classes over time while preserving previously acquired knowledge without access to past data or task identity. Th…