Adam: A Method for Stochastic Optimization
Kingma, Ba
2014 ICLR 2015
TL;DR
An adaptive optimizer that tracks first and second moments of the gradient per parameter. Became the default optimizer for deep learning almost overnight.
Kingma, Ba