SEVEN: Deep Semi-supervised Verification Networks

Verification determines whether two samples belong to the same class or not, and has important applications such as face and fingerprint verifica- tion, where thousands or millions of categories are present but each category has scarce labeled exam- ples, presenting two major challenges for existing deep learning models.