Data Augmentation with Manifold Exploring Geometric Transformations for Increased Performance and Robustness

Magdalini Paschali, Walter Simson, Abhijit Guha Roy +4

In this paper we propose a novel augmentation technique that improves not only the performance of deep neural networks on clean test data, but also significantly increases their ro…