Global Context Networks

IEEE transactions on pattern analysis and machine intelligence, 2020.

Cited by: 0|Bibtex|Views12|DOI:https://doi.org/10.1109/TPAMI.2020.3047209
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Other Links: arxiv.org|pubmed.ncbi.nlm.nih.gov

Abstract:

The Non-Local Network (NLNet) presents a pioneering approach for capturing long-range dependencies within an image, via aggregating query-specific global context to each query position. However, through a rigorous empirical analysis, we have found that the global contexts modeled by the non-local network are almost the same for different ...More

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