Adversarial Targeted Forgetting in Regularization and Generative Based Continual Learning Models

Muhammad Umer, Robi Polikar

Continual (or "incremental") learning approaches are employed when additional knowledge or tasks need to be learned from subsequent batches or from streaming data. However these ap…