the overall objective to regularize the predicted distribution on the Augmented examples to have a low entropy so again to discourage these uniform distributions of probabilities they also did soft max temperature control and here this is to control the temperature of soft max when they're computing the prediction on the original example and then confidence based masking so this was where they basically removed any samples that the unlabeled samples that the model was not very confident on so all of these approaches were were to try