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PyTorch implementation of consistency regularization methods for semi-supervised learning

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Hi, Thanks for the amazing repo. I can't manage to have fixmatch and Uda working. I don't get why. Seems like there is a problem with the augmentation functions. Did...

What does the param: em mean in scripts/realistic-evaluation-setup/cifar10/vat.sh

I wonder the reason for the large gaps between the error rates of the original paper (FixMatch) and this implementation.