Energy-Based Models for Continual Learning

Shuang Li, Yilun Du, Gido van de Ven, Igor Mordatch

Abstract: 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 models, or regulari...