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pvillano 52 minutes ago [-]
Neural proxies are a constant-time approximator for anything.
There's still difficulty in finding exactly where the proxy should go, i.e. what step can be approximated without losing fidelity in the output. Apparently, you also need to select auxiliary features to guide training. But if you figure those out, you can replace hours of computation with milliseconds, accurate to the limits of human perception.
genxy 49 minutes ago [-]
Aren't they a faster, lower fidelity model, like all models?
nowittyusername 6 hours ago [-]
I am subscribed to the Disney research channel, and I see really cool stuff there all the time. its usually a bummer though when I find no public repo or code is available for their stuff. Every time feels like blue balled....
utopiah 5 hours ago [-]
Disney doesn't share. It's an ad, nothing more, sadly. It's worthwhile reading on Disney and IP. It's like Microsoft on software but way broader. Arguably impressive research results but with sadly only motivate by capturing value.
bsenftner 4 hours ago [-]
It's an ad for people, for staff capable of that type of work. Very few can do that type of work these days.
There's still difficulty in finding exactly where the proxy should go, i.e. what step can be approximated without losing fidelity in the output. Apparently, you also need to select auxiliary features to guide training. But if you figure those out, you can replace hours of computation with milliseconds, accurate to the limits of human perception.