Exploiting Diversity of Unlabeled Data for Label-Efficient Semi-Supervised Active Learning

Felix Buchert, Nassir Navab, Seong Tae Kim

The availability of large labeled datasets is the key component for the success of deep learning. However, annotating labels on large datasets is generally time-consuming and expen…