Foundation Models as Class-Incremental Learners for Dermatological Image Classification

Mohamed Elkhayat, Mohamed Mahmoud, Jamil Fayyad +1

Class-Incremental Learning (CIL) aims to learn new classes over time without forgetting previously acquired knowledge. The emergence of foundation models (FM) pretrained on large d…