Continual Learning Dilemma - Memory vs. Generalization - August 19, 2020
Channel: Numenta
Date: 19/08/2020

Marcus Lewis discusses how continual learning presents a dilemma of memory vs generalization. He also presents an idea that quick few-shot learning (e.g. MAML) may offer a different, and biologically plausible way of solving this dilemma.