CI-CBM: Class-Incremental Concept Bottleneck Model for Interpretable Continual Learning

Amirhosein Javadi, Tuomas Oikarinen, Tara Javidi +1

Catastrophic forgetting remains a fundamental challenge in continual learning, in which models often forget previous knowledge when fine-tuned on a new task. This issue is especial…