description/abstract: Deep learning in hyperbolic space is quickly gaining traction in machine learning, but what is different and what makes hyperbolic spaces interesting for learning? In this talk, I will outline the current state of the field, our recent works on hyperbolic learning in computer vision, and I will discuss HypLL, our new software library geared towards making hyperbolic learning fun and easy-to-use.