I was impressed with the Labeled Faces in the Wild (LFW) facial auto-completion results, especially since the system was not trained on LFW at all! The results seemed almost too good to be true. Perhaps this is a testament that there isn't that much diversity in human faces?

Very well written overall, and I appreciated the author's thoughts on TensorFlow+torch at the end of the article.

Adversarial training is a fascinating idea, and I love the sound of it. I'd like to start applying that concept in the future.