Ten Deep Learning Trends I Saw at NIPS 2015

I attended the Neural Information Processing Systems (NIPS) 2015 conference this week in Montreal. It was an incredible experience, like drinking from a firehose of information. Special thanks to my employer Dropbox for sending me to the show (we're hiring!)
Here's some of the trends I noticed this week; note that they are biased towards deep and reinforcement learning as those are the tracks I attended at the conference: