Theoretical Foundations of Deep Learning via Sparse Representations: A Multilayer Sparse Model and Its Connection to Convolutional Neural Networks - researchr publication

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Vardan Papyan, Yaniv Romano, Jeremias Sulam, Michael Elad. Theoretical Foundations of Deep Learning via Sparse Representations: A Multilayer Sparse Model and Its Connection to Convolutional Neural Networks. IEEE Signal Process. Mag., 35(4):72-89, 2018. [doi]

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