Regularizing Deep Networks by Modeling and Predicting Label Structure

Mohammadreza Mostajabi, Michael Maire, Gregory Shakhnarovich

We construct custom regularization functions for use in supervised training of deep neural networks. Our technique is applicable when the ground-truth labels themselves exhibit int…