Deep Learning, Artificial Intelligence, Semi Supervised Learning, Image Classification, Data Augmentation.
are fed into standard cross-entropy loss terms against the model’s predictions. As shown above, ^U1 is also outputted, which consists of a single heavily-augmented version of each unlabeled image and its label guesses without mixup applied. ^U1 is used in two additional loss terms which provide a