Eli Verwimp

Rehearsal Revealed: The Limits and Merits of Revisiting Samples in Continual Learning

Learning from non-stationary data streams and overcoming catastrophic forgetting still poses a serious challenge for machine learning research. Rather than aiming to improve state-of-the-art, in this work we provide insight into the limits and merits of rehearsal, one of continual learning's most es…