Feature-Space Generative Models for One-Shot Class-Incremental Learning

Jack Foster, Kirill Paramonov, Mete Ozay +1

Few-shot class-incremental learning (FSCIL) is a paradigm where a model, initially trained on a dataset of base classes, must adapt to an expanding problem space by recognizing nov…