Glad to see R-CNN and its follow-on work on the list. We've been using R-CNN for a few weeks now and have seen great results on object detection and localization. A few papers this year have played around with substituting different convnets and different classification schemes and improving the network in various ways. I'm excited to see where this specific architecture goes in the next few years.