We propose wake-sleep consolidated learning (WSCL), a learning strategy leveraging
complementary learning system (CLS) theory and the wake-sleep phases of the human …

Generally in Continual learning process, the parameters are randomly initialized to excel at
the current task without considering the usefulness of the learned representations for future …