how to train with unlabeled data

[a13668349935]

i get the idea of the paper. but how can i use the unlabeled data to train the model. i see a word in the paper. if i use the unlabeled data just keep the consistency loss ,because there is no classification loss . am i right?

[SHMCU]

There are classification loss and consistency loss. You can set the arguments according to the command example provided in the readme.md to get the code rung. Oh, before doing that you need to run some scripts in the data-local to prepare the CIFAR10 data and labels.

[tarvaina]

If the question is whether mean teacher is useful without any labeled data, then answer is probably not. You should have both labeled and unlabeled data and use both classification and consistency loss.