State of Deep Learning : H2 2018 Review

The site is a community resource that connects deep learning research papers with code implementations. It also enables us to take a birds-eye view of the field as a whole. We can see what the research trends are, which frameworks are being adopted by the community, and which techniques are gaining favour. In this post we summarise some of the key developments in deep learning in the second half of 2018 using the data we have from the site. We then briefly discuss the road ahead for the deep learning community.