Holistic Continual Learning under Concept Drift with Adaptive Memory Realignment

Alif Ashrafee, Jedrzej Kozal, Michal Wozniak +1

Traditional continual learning methods prioritize knowledge retention and focus primarily on mitigating catastrophic forgetting, implicitly assuming that the data distribution of p…