Oct 07, 2020

The results reported there are what most people would call ‘semi-supervised learning’, not ‘few-shot’. The true few-shot results are in a few places in the paper, https://arxiv.org/abs/2009.07118, labeled with ‘- dist’.

Oct 06, 2020

If you want to read the source, I recommend skipping to their follow-up paper (same authors): https://arxiv.org/abs/2009.07118

Edit: tangentially related but for those who like to have a glance from their phone, arxiv-vanity is great instead of squinting at a pdf: https://www.arxiv-vanity.com/papers/2009.07118/