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Gcnet: Non-Local Networks Meet Squeeze-Excitation Networks and Beyond by Shan-JyunWu is a document available to read on EtoBox.

What is Gcnet: Non-Local Networks Meet Squeeze-Excitation Networks and Beyond about?

GCNet introduces a simplified approach to the Non-Local Network (NLNet) by utilizing a query-independent formulation to capture long-range dependencies with reduced computational cost while maintaining accuracy. It combines elements from both NLNet and Squeeze-Excitation Networks (SENet) into a unified framework, resulting in a lightweight global context (GC) block that enhances performance across various visual recognition tasks. The proposed GCNet outperforms both NLNet and SENet on major benchmarks, demo

Author

Shan-JyunWu

Language

EN