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Linear Combinations of Patches are Unreasonably Effective for Single-Image Denoising

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In the past decade, deep neural networks have revolutionized image denoising in achieving significant accuracy improvements by learning on datasets composed of noisy/clean image pairs. However, this strategy is extremely dependent on training data quality, whi... ...