Barely-Supervised Learning: Semi-Supervised Learning with very few labeled images

Thomas Lucas, Philippe Weinzaepfel, Gregory Rogez

This paper tackles the problem of semi-supervised learning when the set of labeled samples is limited to a small number of images per class, typically less than 10, problem that we…