Eidetic Learning: an Efficient and Provable Solution to Catastrophic Forgetting

Nicholas Dronen, Randall Balestriero

Catastrophic forgetting -- the phenomenon of a neural network learning a task t1 and losing the ability to perform it after being trained on some other task t2 -- is a long-standin…