Articles with "dual learning" as a keyword



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Multiparty Dual Learning

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Published in 2022 at "IEEE Transactions on Cybernetics"

DOI: 10.1109/tcyb.2021.3139076

Abstract: The performance of machine learning algorithms heavily relies on the availability of a large amount of training data. However, in reality, data usually reside in distributed parties such as different institutions and may not be… read more here.

Keywords: multiparty dual; dual learning; learning;
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Property-Constrained Dual Learning for Video Summarization

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Published in 2020 at "IEEE Transactions on Neural Networks and Learning Systems"

DOI: 10.1109/tnnls.2019.2951680

Abstract: Video summarization is the technique to condense large-scale videos into summaries composed of key-frames or key-shots so that the viewers can browse the video content efficiently. Recently, supervised approaches have achieved great success by taking… read more here.

Keywords: video; video summarization; dual learning; property ... See more keywords