Task-Aware Variational Adversarial Active Learning

Kwanyoung Kim, Dongwon Park, Kwang In Kim +1

Often, labeling large amount of data is challenging due to high labeling cost limiting the application domain of deep learning techniques. Active learning (AL) tackles this by quer…