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diffusion

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Illustration for: Limits of Confidence in Diffusion
Models & Research

Limits of Confidence in Diffusion - Apple Machine Learning Research research area Methods and Algorithms content type paper published October 2026 Authors Russ Webb, Amitis Shidani, Alice Bizeul, Dan Busbridge Discrete diffusion, including remasking and uniform-state samplers, generate a sequence by writing multiple token positions per step, drawing each from a per-position distribution and choosing which positions to write from...

Apple Machine Learning2 min
Illustration for: How Diffusion Controller unifies and simplifies AI image gen
Models & Research

How Diffusion Controller unifies and simplifies AI image generation How Diffusion Controller unifies and simplifies AI image generation Chih-wei Hsu and Moonkyung Ryu , Software Engineers, Google Research We introduce Diffusion Controller, a lightweight "steering damper" network that precisely steers image generation to achieve significantly better prompt alignment.

Google Research7 min