Leveraging Implicit and Explicit Regularization in the Function Space to Improve Generalization in Continual Learning
IMEX-Reg employs a two-pronged approach of implicit regularization using contrastive representation learning and explicit regularization in the function space to improve generalization performance in continual learning under low buffer regimes.