An Empirical Study of Spatial Attention Mechanisms in Deep Networks

Dazhi Cheng
Dazhi Cheng
Zheng Zhang
Zheng Zhang

ICCV, pp. 6687-6696, 2019.

Cited by: 18|Bibtex|Views119|DOI:https://doi.org/10.1109/ICCV.2019.00679
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Other Links: dblp.uni-trier.de|arxiv.org

Abstract:

Attention mechanisms have become a popular component in deep neural networks, yet there has been little examination of how different influencing factors and methods for computing attention from these factors affect performance. Toward a better general understanding of attention mechanisms, we present an empirical study that ablates vari...More

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