Few-shot Novel Category Discovery

Chunming Li, Shidong Wang, Haofeng Zhang

The recently proposed Novel Category Discovery (NCD) adapt paradigm of transductive learning hinders its application in more real-world scenarios. In fact, few labeled data in part…