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For now, we use prompts to explore latent space. I don't know that we'll always use prompts. They're better than trying to carefully twiddle hundreds of dimensi
by barrkel 4y ago
For now, we use prompts to explore latent space. I don't know that we'll always use prompts. They're better than trying to carefully twiddle hundreds of dimensions manually, but I can't help but think there's a better, more tunable approach yet to be invented.
- cestith 4y agoThere may be something much better, but in many places it's difficult to come up with a form of communication more efficient for the user than textual language. It could be a very tall order to do that in this area.
- PeterisP 4y agoThere are ways to nudge out dimensions with specific meaning (or create dimensions with specific meaning, since you can have a exactly equivalent space with some linear transform) - I recall seeing research for adjusting face generation models to have explicit sliders for certain categories like length of hair, masculinity, shape of nose, etc; so it should be reasonably straightforward (as in, require a bunch of work and tuning but no breakthroughs) to have a specific explicitly tunable "high-res vs low-res" or "detailed vs sketch" or "photorealistic vs drawn" parameters in addition to the prompt.