[parths]

Yes! Facebook's Densenet won the best paper award in CVPR this year. I would recommend PyTorch framework to code these in as it extends the numpy, scipy ecosystem and is simpler to use.

[mongodude]

I'll prefer utility over hype. One has to see how the community evolves around pytorch.