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20192026
most citedRobust and interpretable blind image denoising via bias-free convolutional neural networks

34 citations · 52 across the 10 of their papers we have counts for

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Showing 2024Show all

2 papers · 1 filter

cs.CV2024

Feature-guided score diffusion for sampling conditional densities

Zahra Kadkhodaie, Stéphane Mallat, Eero P. Simoncelli

Score diffusion methods can learn probability densities from samples. The score of the noise-corrupted density is estimated using a deep neural network, which is then used to itera…

cs.CV2024

Generalized Compressed Sensing for Image Reconstruction with Diffusion Probabilistic Models

Ling-Qi Zhang, Zahra Kadkhodaie, Eero P. Simoncelli +1

We examine the problem of selecting a small set of linear measurements for reconstructing high-dimensional signals. Well-established methods for optimizing such measurements includ…