This “proto-book” (or 150-page arXiv preprint) about geometric machine learning will show you all the things you didn’t know you didn’t know about deep learning.
And here’s a bonus one because I’m a day late: Facebook Research just open-sourced their DINO models, a self-supervised vision transformer that is truly mindblowing.