Catastrophic Forgetting

machine-learning

Definition

Catastrophic Forgetting

Catastrophic forgetting is a problem in continual learning where learning from dynamic data distributions results in a reduced ability to capture the old ones. ¹

Footnotes

1. A Comprehensive Survey of Continual Learning - Theory, Method and Application ↩