Deep Learning, Artificial Intelligence, Semi Supervised Learning, Image Classification, Data Augmentation.
hypothesized that MixMatch with AutoAugment is unstable: MixMatch averages the prediction across K augmentations. Stronger augmentation can result in disparate predictions, so their average may not be a meaningful target. Instead, given an unlabeled input, an “anchor” is first generated by applying