Felix Wiewel

Entropy-based Sample Selection for Online Continual Learning

2020

Deep neural networks (DNNs) suffer from catastrophic forgetting, a rapid decrease in performance when trained on a sequence of tasks where only data of the most recent task is available. Most previous research has focused …