Active Learning Through a Covering Lens

Ofer Yehuda, Avihu Dekel, Guy Hacohen +1

Deep active learning aims to reduce the annotation cost for the training of deep models, which is notoriously data-hungry. Until recently, deep active learning methods were ineffec…