We derive a fundamental property of the posterior distribution in Gaussian denoising, and use it to propose a new way for uncertainty visualization, which requires no training or fine-tuning.
uncertainty
uncertainty-quantification
uncertainty-estimation
denoising-images
denoising
posterior-distributions
denoising-network
uncertainty-visualisation
semantic-uncertainty
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Updated
Apr 30, 2024 - Jupyter Notebook