Seeing lots of remarkable work on image enhancement: https://arxiv.org/abs/1702.00783 pic.twitter.com/RSiscWmEKV
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the key problem is that it produces realistic outputs that are mostly driven by priors, not data
(I'm having the problem you allude to: don't have enough data to unpack your argument into what you mean!)
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it’s just a compelling fiction. You can’t make data from nothing
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the charitable way: with that little data, posterior distribution highly multimodal
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