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Consensus Convolutional Sparse Coding

Published • Oct 1, 2017
Authors:
Biswarup Choudhury
,
Robin Swanson
,
Felix Heide

Abstract

Convolutional sparse coding (CSC) is a promising direction for unsupervised learning in computer vision. In contrast to recent supervised methods, CSC allows for convolutional image representations to be learned that are equally useful for high-level vision tasks and low-level image reconstruction a...

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