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Published in 2021 at "Proceedings of the National Academy of Sciences of the United States of America"
DOI: 10.1073/pnas.2018863118
Abstract: Significance Monitoring compliance with environmental regulations is a global challenge. It is particularly difficult for governments in low-income countries, where informal industry is responsible for a large amount of pollution, because the governments lack the…
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Keywords:
brick;
scalable deep;
approach;
brick kilns ... See more keywords
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Published in 2018 at "BMC Bioinformatics"
DOI: 10.1186/s12859-018-2511-9
Abstract: BackgroundDeep Learning (DL) has advanced the state-of-the-art capabilities in bioinformatics applications which has resulted in trends of increasingly sophisticated and computationally demanding models trained by larger and larger data sets. This vastly increased computational demand…
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Keywords:
performance computing;
data parallelism;
scalable deep;
cancer ... See more keywords
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Published in 2022 at "IEEE Transactions on Image Processing"
DOI: 10.48550/arxiv.2207.09313
Abstract: To more efficiently address image compressed sensing (CS) problems, we present a novel content-aware scalable network dubbed CASNet which collectively achieves adaptive sampling rate allocation, fine granular scalability and high-quality reconstruction. We first adopt a…
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Keywords:
content aware;
aware scalable;
compressed sensing;
scalable deep ... See more keywords