Brian Roemmele Retweeted Brian Roemmele
When the Cycle GAN’s AI reconstructed aerial photographs from its street maps there were lots of details that didn’t seem to be on the latter at all. Example skylights on a roof that were eliminated in the process of creating the street map (center) would magically reappear...https://twitter.com/BrianRoemmele/status/1080513080721719296 …
Brian Roemmele added,
Brian Roemmele @BrianRoemmele
“CycleGAN AI learned to “hide” information about a source image into the images it generates in a imperceptible high-frequency signal. This trick ensures that the generator recovers the original sample thus satisfy the cyclic consistency requirement”
https://arxiv.org/pdf/1712.02950.pdf … pic.twitter.com/vNigJzTgyV
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