Deep Learning, Artificial Intelligence, Convolutional Network, Image Classification, Semi Supervised Learning.
(PL), but both approaches “sharpen” the artificial label to encourage the model to produce high-confidence predictions. UDA in particular also only enforces consistency when the highest probability in the predicted class distribution for the artificial label is above a threshold. The thresholded