How Efficient Are Today's Continual Learning Algorithms?

Md Yousuf Harun, Jhair Gallardo, Tyler L. Hayes +1

Supervised Continual learning involves updating a deep neural network (DNN) from an ever-growing stream of labeled data. While most work has focused on overcoming catastrophic forg…