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All SourcesarXiv
#x-prediction

PixelGen: Pixel Diffusion Beats Latent Diffusion with Perceptual Loss

Intermediate
Zehong Ma, Ruihan Xu et al.Feb 2arXiv

PixelGen is a new image generator that works directly with pixels and uses what-looks-good-to-people guidance (perceptual loss) to improve quality.

#pixel diffusion#perceptual loss#LPIPS

One-step Latent-free Image Generation with Pixel Mean Flows

Beginner
Yiyang Lu, Susie Lu et al.Jan 29arXiv

This paper shows how to make a whole picture in one go, directly in pixels, without using a hidden β€œlatent” space or many tiny steps.

#pixel MeanFlow#one-step generation#x-prediction