Dense skip-attention for convolutional networks

Abstract The attention mechanism plays a crucial role in enhancing model performance by guiding the model to focus on important features. However, existing attention mechanism methods primarily concentrate on learning attention features within individual modules while ignoring interactions among ove...

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Bibliographic Details
Main Authors: Wenjie Liu, Guoqing Wu, Han Wang, Fuji Ren
Format: Article
Language:English
Published: Nature Portfolio 2025-07-01
Series:Scientific Reports
Online Access:https://doi.org/10.1038/s41598-025-09346-8
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