Seeing lots of remarkable work on image enhancement: https://arxiv.org/abs/1702.00783 pic.twitter.com/RSiscWmEKV
Searching for the numinous. Co-purveyor of https://quantum.country/
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Seeing lots of remarkable work on image enhancement: https://arxiv.org/abs/1702.00783 pic.twitter.com/RSiscWmEKV
I think this work is quite irresponsible
Incidentally, I certainly don't disagree - at all! - that this kind of thing will be hugely problematic.
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!)
it’s just a compelling fiction. You can’t make data from nothing
the charitable way: with that little data, posterior distribution highly multimodal
the network cannot reconstruct the 'right face' because there is no one right face
The standard Humean argument against induction / "No Free Lunch" theorem. Has the standard responses..
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