It is not entirely obvious that such extrapolations would succeed. GAN is not a new idea (new in the context of deep learning) but automatic generation of adver

It is not entirely obvious that such extrapolations would succeed. GAN is not a new idea (new in the context of deep learning) but automatic generation of adversarial samples is a known and exploited subject (even e.g. in the field of evolutionary strategies). So this is still the promise: look, it works on the images but there are all these wonderful applications possible. Its 2017 now, I'll check back in 2019 to see if anything has changed.