Deep Active Learning with Augmentation-based Consistency Estimation

SeulGi Hong, Heonjin Ha, Junmo Kim +1

In active learning, the focus is mainly on the selection strategy of unlabeled data for enhancing the generalization capability of the next learning cycle. For this, various uncert…