Energy-Based Models for Continual Learning

Shuang Li, Yilun Du, Gido M. van de Ven +1

We motivate Energy-Based Models (EBMs) as a promising model class for continual learning problems. Instead of tackling continual learning via the use of external memory, growing mo…