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homerjed committed Oct 5, 2024
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Expand Up @@ -17,7 +17,7 @@ Modern cutting-edge diffusion models (see citations) express both the forward an
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<p align="center">
<img src="https://github.com/homerjed/sbgm/blob/main/assets/score.png" />
<img src="https://github.com/homerjed/sbgm/blob/main/assets/sde_ode.png" />
</p>

*A diagram (see citations) showing how to map data to a noise distribution (the prior) with an SDE, and reverse this SDE for generative modeling. One can also reverse the associated probability flow ODE, which yields a deterministic process that samples from the same distribution as the SDE. Both the reverse-time SDE and probability flow ODE can be obtained by estimating the score.*
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