Gyuhak Kim

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

2023 · arXiv (Cornell University)

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) detect items that they …