GCNet - Non-Local Networks Meet Squeeze-Excitation Networks and Beyond

Jiarui Xu
Jiarui Xu
Fangyun Wei
Fangyun Wei
Han Hu
Han Hu

ICCV Workshops, pp. 1971-1980, 2019.

Cited by: 79|Bibtex|Views52|DOI:https://doi.org/10.1109/ICCVW.2019.00246
EI
Other Links: dblp.uni-trier.de|arxiv.org

Abstract:

The Non-Local Network (NLNet) presents a pioneering approach for capturing long-range dependencies, 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 non-local network are almost the same for different query positions wi...More

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