Low-shot Learning via Covariance-Preserving Adversarial Augmentation Networks

Hang Gao, Zheng Shou, Alireza Zareian, Hanwang Zhang, Shih-Fu Chang

Neural Information Processing Systems 

Neural Information Processing Systems http://nips.cc/