Conffusion

Confidence Intervals for Diffusion Models

Computer VisionIntroduced 20001 papers

Description

Given a corrupted input image, Con\textit{ffusion}, repurposes a pretrained diffusion model to generate lower and upper bounds around each reconstructed pixel. The true pixel value is guaranteed to fall within these bounds with probability pp.

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