Look At Me, No Replay! SurpriseNet: Anomaly Detection Inspired Class Incremental Learning

Anton Lee, Yaqian Zhang, Heitor Murilo Gomes +2

Continual learning aims to create artificial neural networks capable of accumulating knowledge and skills through incremental training on a sequence of tasks. The main challenge of…