Deep Active Learning via Open Set Recognition

Jaya Krishna Mandivarapu, Blake Camp, Rolando Estrada

In many applications, data is easy to acquire but expensive and time-consuming to label prominent examples include medical imaging and NLP. This disparity has only grown in recent…