Deep Learning, Artificial Intelligence, Semi Supervised Learning, Data Augmentation, Image Classification.
of two examples with their corresponding labels probabilities (x1, p1), (x2, p2), (x’, p') is computed by: where α is a hyperparameter for beta distribution. (Please feel free to read mixup if interested.) To apply mixup, all augmented labeled examples with their labels and all unlabeled examples