Rainbow Memory: Continual Learning with a Memory of Diverse Samples

Jihwan Bang, Heesu Kim, YoungJoon Yoo +2

Continual learning is a realistic learning scenario for AI models. Prevalent scenario of continual learning, however, assumes disjoint sets of classes as tasks and is less realisti…