Deep Learning, Artificial Intelligence, Convolutional Network, Semi Supervised Learning, Self Supervised Learning.
Specifically, the consistency cost J as the expected distance between the prediction of the student model (with weights θ and noise η) and the prediction of the teacher model (with weights θ’ and noise η’): The difference between the Π model, Temporal Ensembling, and Mean teacher is how the