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All SourcesarXiv
#one-step generation

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

TwinFlow: Realizing One-step Generation on Large Models with Self-adversarial Flows

Intermediate
Zhenglin Cheng, Peng Sun et al.Dec 3arXiv

TwinFlow is a new way to make big image models draw great pictures in just one step instead of 40–100 steps.

#TwinFlow#one-step generation#twin trajectories