LSA-PAST: Layer-Specific Adaptation and Prototype Transport for Compositional Incremental Learning

Kyle Stein, Andrew Arash Mahyari, Guillermo Francia +2

Class-Incremental Learning (CIL) enables models to recognize new classes over time while retaining prior knowledge, but many real-world problems are compositional, where visual con…