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omerbt / MultiDiffusion

Official Pytorch Implementation for "MultiDiffusion: Fusing Diffusion Paths for Controlled Image Generation" presenting "MultiDiffusion" (ICML 2023)
https://multidiffusion.github.io/
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What does FTD stand for? #22

Closed JulianKnodt closed 1 year ago

JulianKnodt commented 1 year ago

In the paper, the abbreviation FTD is used to represent the loss of multi diffusion as compared to standard diffusion. It's never explicitly mentioned what this abbreviation stands for, so I was hoping that could be clarified.

omerbt commented 1 year ago

Hi, FTD stands for Follow The Diffusion. The MultiDiffusion process aims to 'follows the diffusion paths', in the sense that finds a solution that is as close as possible to each denoising suggestion.