Between self-supervised approaches for transfer learning, contrastive losses and representational similarity analysis, these last few years were as rich in ideas as buzzing with confusing words. Here is a little dictionary to celebrate the end of 2021. If you have time for only one entry, check out the self-supervised learning one above all!