Active Semi-Supervised Learning by Exploring Per-Sample Uncertainty and Consistency

Jaeseung Lim, Jongkeun Na, Nojun Kwak

Active Learning (AL) and Semi-supervised Learning are two techniques that have been studied to reduce the high cost of deep learning by using a small amount of labeled data and a l…