Spiraling pathways of global deep waters to the surface of the Southern Ocean
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DOI: 10.1038/s41467-017-00197-0
Abstract: Upwelling of global deep waters to the sea surface in the Southern Ocean closes the global overturning circulation and is fundamentally important for oceanic uptake of carbon and heat, nutrient resupply for sustaining oceanic biological… read more here.
Keywords: circumpolar current; global deep; southern ocean; surface southern ... See more keywords
Blind Image Quality Index for Authentic Distortions With Local and Global Deep Feature Aggregation
Sign Up to like & getrecommendations! Published in 2022 at "IEEE Transactions on Circuits and Systems for Video Technology"
DOI: 10.1109/tcsvt.2021.3112197
Abstract: Blind image quality assessment (BIQA) for authentic distortions is still a great challenge, even in today’s deep learning era. It has been widely acknowledged that local and global features are both indispensable for IQA, which… read more here.
Keywords: image quality; global deep; local global; authentic distortions ... See more keywords
Local-to-Global Deep Clustering on Approximate Uniform Manifold
Sign Up to like & getrecommendations! Published in 2023 at "IEEE Transactions on Knowledge and Data Engineering"
DOI: 10.1109/tkde.2022.3144952
Abstract: Deep clustering usually treats the clustering assignments as supervisory signals to learn a more compact representation with deep neural networks, under the guidance of clustering-oriented losses. Nevertheless, we observe that, without reliable supervision, such losses… read more here.
Keywords: deep clustering; global deep; local global; uniform manifold ... See more keywords