Deep Learning, Artificial Intelligence, Semi Supervised Learning, Data Augmentation, Image Classification.
with their guessed labels are first collected into: Then, these collections are concatenated and shuffled to form W which will serve as a data source for mixup: For each the i-th example-label pair in ^X, mixup is applied using W and add to the collection X’. The remainder of W is used for ^U where