Generative Feature Replay For Class-Incremental Learning

Xialei Liu, Chenshen Wu, Mikel Menta +5

Humans are capable of learning new tasks without forgetting previous ones, while neural networks fail due to catastrophic forgetting between new and previously-learned tasks. We co…