Generative Feature-driven Image Replay for Continual Learning

Kevin Thandiackal, Tiziano Portenier, Andrea Giovannini +2

Neural networks are prone to catastrophic forgetting when trained incrementally on different tasks. Popular incremental learning methods mitigate such forgetting by retaining a sub…