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Expediting Training Using Information Theory Based Patch Ordering Algorithm

Published • Dec 1, 2018
NobleIDNI8P74W42R34S09
Authors:
Henok Ghebrechristos
,
Gita Alaghband Gita

Abstract

We present a framework for automatically ordering image patches that enables in-depth analysis of dataset relationship to learnability of a classification task using convolutional neural network. Our preliminary experimental results show that an informed smart shuffling of patches at a sample level ...

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