The Gentle Collapse: Distributional Metrics for Continual Learning

Ahmed Anwar, Andreas Wagner, Federico Raue +2

Accuracy degradation is the standard metric for Catastrophic Forgetting (CF), however, it records only whether forgetting occurred or not. It saturates at the extremes and collapse…