On: Deep image prior 'learns' on just one image

[candiodari]

Well given that it's CNNs, you're leaving out weight sharing.

So by structure you should also include the demand that the prediction of any NxN patch of the image should be roughly equal to the prediction of any other NxN patch of the image.