How To Overcome Confirmation Bias in Semi-Supervised Image Classification By Active Learning

Sandra Gilhuber, Rasmus Hvingelby, Mang Ling Ada Fok +1

Do we need active learning? The rise of strong deep semi-supervised methods raises doubt about the usability of active learning in limited labeled data settings. This is caused by…