Bart?omiej Twardowski

Resurrecting Old Classes with New Data for Exemplar-Free Continual Learning

Continual learning methods are known to suffer from catastrophic forgetting a phenomenon that is particularly hard to counter for methods that do not store exemplars of previous tasks. Therefore to reduce potential drift in the feature extractor existing exemplar-free methods are typically evaluated…