Efficient Training of Deep Convolutional Neural Networks by Augmentation in Embedding Space

Mohammad Saeed Abrishami, Amir Erfan Eshratifar, David Eigen +3

Recent advances in the field of artificial intelligence have been made possible by deep neural networks. In applications where data are scarce, transfer learning and data augmentat…