Best Deep Learning Research of 2021 So Far

The discipline of AI most often mentioned these days is deep learning (DL) along with its many incarnations implemented with deep neural networks. DL also is a rapidly accelerating area of research with papers being published at a fast clip by research teams from around the globe. I enjoy keeping a pulse on deep learning research and so far in 2021 research innovations have propagated at a quick pace. In this article, we'll take a brief tour of my top picks for deep learning research (in no particular order) of papers that I found to be particularly compelling. I'm pretty attached to this leading-edge research. I'm known to carry a thick folder of recent research papers around in my backpack and consume all the great developments when I have a spare moment.