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

1 code implementation • 30 Oct 2023 • Anton Lee, Yaqian Zhang, Heitor Murilo Gomes, Albert Bifet, Bernhard Pfahringer

A common solution to both problems is "replay," where a limited buffer of past instances is utilized to learn cross-task knowledge and mitigate catastrophic interference.

Anomaly Detection Class Incremental Learning +1