Conditional Generation from Unconditional Diffusion Models using Denoiser Representations

header.webm

Official code for BMVC 2023 publication "Conditional Generation from Unconditional Diffusion Models using Denoiser Representations".

For segmentation-guided generation, see mask-guidance.

For Tiny-Imagenet experiments, see tiny-imagenet.

BibTex

@inproceedings{Graikos_2023_BMVC,
author    = {Alexandros Graikos and Srikar Yellapragada and Dimitris Samaras},
title     = {Conditional Generation from Pre-Trained Diffusion Models using Denoiser Representations},
booktitle = {34th British Machine Vision Conference 2023, {BMVC} 2023, Aberdeen, UK, November 20-24, 2023},
publisher = {BMVA},
year      = {2023},
url       = {https://papers.bmvc2023.org/0478.pdf}
}