DADA: Deep Adversarial Data Augmentation for Extremely Low Data Regime Classification

Xiaofeng Zhang, Zhangyang Wang, Dong Liu +1

Deep learning has revolutionized the performance of classification, but meanwhile demands sufficient labeled data for training. Given insufficient data, while many techniques have…