I was one of the lucky few that managed to get a NeurIPS ticket last minute off the waitlist and was excited to hear about the latest findings in ML research. Amidst the frigid Montreal weather, I saw some groundbreaking research regarding batch normalization that made a lot of researchers (and myself) re-think the reason for using batch normalization within their network architectures.