Articles with "universal deep" as a keyword



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UDSMProt: universal deep sequence models for protein classification

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Published in 2020 at "Bioinformatics"

DOI: 10.1093/bioinformatics/btaa003

Abstract: Abstract Motivation Inferring the properties of a protein from its amino acid sequence is one of the key problems in bioinformatics. Most state-of-the-art approaches for protein classification are tailored to single classification tasks and rely… read more here.

Keywords: classification; universal deep; udsmprot universal; protein classification ... See more keywords
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RSImageNet: A Universal Deep Semantic Segmentation Lifecycle for Remote Sensing Images

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Published in 2020 at "IEEE Access"

DOI: 10.1109/access.2020.2986514

Abstract: In real applications, there is a lack of labeled data to train a proper deep neural network (DNN) model for map generation of remote sensing images. The aim of newly acquired data in spaceborne or… read more here.

Keywords: remote sensing; universal deep; semantic segmentation; deep semantic ... See more keywords