PT4AL: Using Self-Supervised Pretext Tasks for Active Learning

John Seon Keun Yi, Minseok Seo, Jongchan Park +1

Labeling a large set of data is expensive. Active learning aims to tackle this problem by asking to annotate only the most informative data from the unlabeled set. We propose a nov…