Hyoje Lee

Learning without Prejudices: Continual Unbiased Learning via Benign and Malignant Forgetting

Although machine learning algorithms have achieved state-of-the-art status in image classification, recent studies have substantiated that the ability of the models to learn several tasks in sequence, termed continual learning (CL), often suffers from abrupt degradation of performance from previous…