Deep Learning, Artificial Intelligence, Semi Supervised Learning, Image Classification, Data Augmentation.
with the guessed labels for the unlabeled data. MixMatch first produces K weakly augmented versions of each unlabeled datapoint. A guessed label is generated by averaging the K predictions. Sharpening is used reduce the entropy of the label distribution. Pairs of examples (x1, p1), (x2, p2) from