An analytic theory of convolutional neural network inverse problems solvers

Minh Hai Nguyen, Quoc Bao Do, Edouard Pauwels +1

Supervised convolutional neural networks (CNNs) are widely used to solve imaging inverse problems, achieving state-of-the-art performance in numerous applications. However, despite…