Lifelong Learning

Transfer Learning (10): Continual Learning

Derive catastrophic forgetting from gradient interference and the Fisher information matrix. Covers EWC, MAS, LwF, replay (ER/A-GEM), dynamic architectures, the three CL scenarios, FWT/BWT metrics, and a from-scratch EWC …