Convolutional Neural Networks Analyzed via Convolutional Sparse Coding

Papyan, V; Romano, Y; Elad, M

Papyan, V (reprint author), Technion Israel Inst Technol, Dept Comp Sci, IL-32000 Haifa, Israel.

JOURNAL OF MACHINE LEARNING RESEARCH, 2017; 18 ( ): 1

Abstract

Convolutional neural networks (CNN) have led to many state-of-the-art results spanning through various fields. However, a clear and profound theoretic......

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