Neural nets play cops and robbers (AKA generative adverserial networks)

Linear Digressions

• Episode: Neural nets play cops and robbers (AKA generative adverserial networks)
• Website: Linear Digressions
• Feed URL: http://feeds.feedburner.com/udacity-linear-digressions?format=xml
• Duration: 00:18:56
• Published: 2016-03-21 03:58

One neural net is creating counterfeit bills and passing them off to a second neural net, which is trying to distinguish the real money from the fakes. Result: two neural nets that are better than either one would have been without the competition. Relevant links: http://arxiv.org/pdf/1406.2661v1.pdf http://arxiv.org/pdf/1412.6572v3.pdf http://soumith.ch/eyescream/