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Serverside t1_ir606f1 wrote

Nice code! What would it take to make this conditional? I.e. for your circle example, produce a conditional distribution of points based on the arc-length (or some other label)?

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jakiwjakiw OP t1_ir6m6wg wrote

That's a pretty interesting question! Actually, I don't know. As far as I know there are currently multiple ways to do conditional generation with SGMs, depending on what your requirements are. I like the work https://arxiv.org/abs/2111.13606 on that regard. But it's also something I wanted to explore in a bit more depth.

Very happy about any input about this!

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Serverside t1_ir71pde wrote

Yeah I've read that paper you linked, but I have not really delved into trying to implement conditional SGM code myself (I've done work with conditional generative models in terms of GANs, VAEs, etc). I am also interested in lower dimensional data than images, so your code looked like a good starting point.

After some more reading, I'll give adding conditional capabilities to your code a shot.

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jakiwjakiw OP t1_ir960po wrote

That's great to hear, please keep me posted on your progress!

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