Explaining Robustness to Catastrophic Forgetting Through Incremental Concept Formation

Nicki Barari, Edward Kim, Christopher MacLellan

Catastrophic forgetting remains a central challenge in continual learning, where models are required to integrate new knowledge over time without losing what they have previously l…