Before revision:  This work introduces Distilled Replay, a novel replay strategy for Continual Learning which is able to mitigate URLetting by keeping a very small buffer ( up to 1 pattern per class) of highly informative samples.
After revision:  This work introduces Distilled Replay, a novel replay strategy for Continual Learning which is able to mitigate URLetting by keeping a very small buffer ( 1 pattern per class) of highly informative samples.