OCAR combines experience replay with K-FAC Fisher preconditioning and scheduled damping to improve stability and plasticity in online continual learning.
Dark experience for general continual learning: a strong, simple baseline
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Online Curvature-Aware Replay: Leveraging $\mathbf{2^{nd}}$ Order Information for Online Continual Learning
OCAR combines experience replay with K-FAC Fisher preconditioning and scheduled damping to improve stability and plasticity in online continual learning.