jychoi118 / ilvr_adm

ILVR: Conditioning Method for Denoising Diffusion Probabilistic Models (ICCV 2021 Oral)

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DDIM sampling

zacharyclam opened this issue · comments

Thanks for the awesome work.
Whether I can use ILVR sampling based on the ddim sampling scheme? I try to use ddim sampling scheme with ILVR, but the result will be very blury.

Yes, samples from ILVR + DDIM have either blur or noise artifacts, probably due to the aliasing error of the image resizer. The Brownian noise added in DDPM sampling corrects such errors. I believe finding a better conditioning scheme for DDIM will be a good future research direction.