CPR: Classifier-Projection Regularization for Continual Learning

12 Jun 2020Sungmin ChaHsiang HsuFlavio P. CalmonTaesup Moon

We propose a general, yet simple patch that can be applied to existing regularization-based continual learning methods called classifier-projection regularization (CPR). Inspired by both recent results on neural networks with wide local minima and information theory, CPR adds an additional regularization term that maximizes the entropy of a classifier's output probability... (read more)

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