Deep Learning, Artificial Intelligence, Semi Supervised Learning, Data Augmentation, Image Classification.
each xb in the batch of labeled data X, a transformed version is generated: ^xb = Augment(xb) (algorithm 1, line 3). For each ub in the batch of unlabeled data U, K augmentations are generated: ^ub,k = Augment(ub); where k is from 1 to K. (algorithm 1, line 5). These individual augmentations are