Open-World Continual Learning: Unifying Novelty Detection and Continual Learning

Gyuhak Kim, Changnan Xiao, Tatsuya Konishi +2

As AI agents are increasingly used in the real open world with unknowns or novelties, they need the ability to (1) recognize objects that (a) they have learned before and (b) detec…