GCNet: Non-local Networks Meet Squeeze-Excitation Networks and Beyond

Yue CaoJiarui XuStephen LinFangyun WeiHan Hu

   Papers with code   Abstract  PDF

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 within an image... (read more)

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