Articles with "difficulty aware" as a keyword



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Dynamic Image Difficulty-Aware DNN Pruning

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Published in 2023 at "Micromachines"

DOI: 10.3390/mi14050908

Abstract: Deep Neural Networks (DNNs) have achieved impressive performance in various image recognition tasks, but their large model sizes make them challenging to deploy on resource-constrained devices. In this paper, we propose a dynamic DNN pruning… read more here.

Keywords: dynamic image; dnn pruning; difficulty aware; image difficulty ... See more keywords