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New Theory Explains CNNs for Imaging Inverse Problems

Researchers have developed a new theoretical framework, the Local-Equivariant MMSE (LE-MMSE) estimator, to better understand how supervised convolutional neural networks (CNNs) solve imaging inverse problems. This theor…