Deep Learning, Artificial Intelligence, Semi Supervised Learning, Data Augmentation, Image Classification.
SVHN and SVHN+Extra for MixMatch On both training sets, MixMatch nearly matches the fully-supervised performance on the same training set almost immediately. STL-10 error rate using 1000-label splits or the entire 5000-label training set With 1000 examples, MixMatch surpasses both the