Putting a Face to Forgetting: Continual Learning meets Mechanistic Interpretability
arXiv:2601.22012v2 Announce Type: replace
Abstract: Catastrophic forgetting in continual learning is often measured at the performance or last-layer representation level, overlooking the underlying mechanisms. We introduce a mechanistic framework that…