Learning Fast, Learning Slow: A General Continual Learning Method based on Complementary Learning System

Elahe Arani, Fahad Sarfraz, Bahram Zonooz

Humans excel at continually learning from an ever-changing environment whereas it remains a challenge for deep neural networks which exhibit catastrophic forgetting. The complement…