OCAR combines experience replay with K-FAC Fisher preconditioning and scheduled damping to improve stability and plasticity in online continual learning.
Gradient descent on neurons and its link to approximate second-order optimization
1 Pith paper cite this work. Polarity classification is still indexing.
1
Pith paper citing it
citation-role summary
background 1
citation-polarity summary
fields
cs.LG 1years
2025 1verdicts
CONDITIONAL 1roles
background 1polarities
background 1representative citing papers
citing papers explorer
-
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.