interesting ideas like incorporating model distillation into this framework and looking at class imbalance evident in these unlabeled data sets this video will present the research paper billion scale semi-supervised learning for image classification from researchers at Facebook a research lab this animation from Facebook's blog post on billions scale semi-supervised learning shows the idea of their semi-supervised training framework before integrating week supervision so in this case their take on semi-supervised learning is different