Mean teachers are better role models: Weight-averaged consistency targets imporve semi-supervised deep learning results Antti Tarvainen, Harri Valpola, arxiv 2017 PDF, Semi Supervised Learning By SeonghoonYu July 18th, 2021 Summary Previous best performance model of semi-supervised learning is Temporal Ensembling having a problem. Since each target is updated only once per epoch, the learned inf..