Search Results for author: Cem Tarhan

Found 2 papers, 0 papers with code

Convolutional Neural Networks Analyzed via Inverse Problem Theory and Sparse Representations

no code implementations20 Jul 2018 Cem Tarhan, Gozde Bozdagi Akar

We discuss the necessity of mutual coherence between CNN layer elements in order for a network to converge to the optimum solution.

Deblurring Denoising

CNNs as Inverse Problem Solvers and Double Network Superresolution

no code implementations ICLR 2018 Cem Tarhan, Gözde BOZDAĞI AKAR

In recent years Convolutional Neural Networks (CNN) have been used extensively for Superresolution (SR).

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