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Not to detract from your larger point but AFAIK the style transfer thing is different. If you're willing to hardcode the style into the net you can go realtime,
by taliesinb 10y ago
Not to detract from your larger point but AFAIK the style transfer thing is different. If you're willing to hardcode the style into the net you can go realtime, but the original style transfer paper is able to do different styles without retraining. So they're different algorithms. Unless the SOTA has changed recently.
- gwern 10y agoYou shouldn't need to hardcode the style if you provide the style as an additional datapoint for it to condition on. But this doesn't really matter since for fun mobile applications it's fine to pick from 20 or 50 pretrained styles, and likewise for hearing aids.