Putting a Face to Forgetting: Continual Learning meets Mechanistic Interpretability

Sergi Masip, Gido M. van de Ven, Javier Ferrando +1

Catastrophic forgetting in continual learning is often measured at the performance or last-layer representation level, overlooking the underlying mechanisms. We introduce a mechani…