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It was a good thing I got past my ego (after some time) and listened to @jeremyphoward and @fastdotai when they said they that they are getting "better than GAN" results using perceptual loss in super resolution :)
3/
I'm trying to straddle the line between maintaining a competitive advantage and giving back to the community that served us so much. It's tough to make the call sometimes. 4/
I think you’re safe in that 9/10 geniuses aren’t entrepreneurs. You are. When all else is equal, it’s being able to express an entrepreneurial spirit that makes a big difference.
Ha believe me, I just try hard. You'd probably be disappointed if you met me. For fun, I routinely do back of napkin calculations like that ("how many people actually clear this/that hurdle") to figure out where we probably are competitively. Can't be too confident but it helps.
Thank you for any insight but I still can’t fit into my old jeans.
That conflict by itself makes you better than most companies.
Very interesting, thanks for sharing. One funny thing is pix2pix is sometimes cited as "GANs are great for colorization", but in the paper we actually found it worked worse than non-GAN methods! I'm not sure people noticed (which maybe helped us). I still love GANs though :)
Oh that's funny! I didn't realize that either actually...
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