Two minute papers

https://richzhang.github.io/ https://www.youtube.com/watch?v=DglrYx9F3UU

https://www.youtube.com/watch?v=bcZFQ3f26pA removes noise

https://www.youtube.com/watch?v=u7kQ5lNfUfg photos from drawings  https://phillipi.github.io/pix2pix/

lip reading
https://www.youtube.com/watch?v=wg3upHE8qJw

http://cvit.iiit.ac.in/research/projects/cvit-projects/speaking-by-observing-lip-movements

https://github.com/Rudrabha/Lip2Wav

activity analysis
Activity analysis https://www.youtube.com/watch?v=bVXPnP8k6yo and http://clevrer.csail.mit.edu/

https://github.com/chuangg/CLEVRER

https://www.kaggle.com/c/youtube8m/leaderboard and https://github.com/baidu/Youtube-8M entry on video understanding of youtube videos.

links
Activity analysis