Being in the deep learning community, the number of papers appearing has been getting out of control. Most of the papers appear on arxiv and are of low quality.

Being in the deep learning community, the number of papers appearing has been getting out of control. Most of the papers appear on arxiv and are of low quality. This is particularly problematic right before conference deadlines. Karpathy's Arxiv-sanity helps a lot to keep in touch with the latest and greatest deep learning without having to spend all my time reading papers.