Continual Learning: Less Forgetting, More OOD Generalization via Adaptive Contrastive Replay

Hossein Rezaei, Mohammad Sabokrou

Machine learning models often suffer from catastrophic forgetting of previously learned knowledge when learning new classes. Various methods have been proposed to mitigate this iss…