Manifold Regularized Deep Neural Networks using Adversarial Examples

Taehoon Lee, Minsuk Choi, Sungroh Yoon

Learning meaningful representations using deep neural networks involves designing efficient training schemes and well-structured networks. Currently, the method of stochastic gradi…