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Fast Normalization for Bilinear Pooling via Eigenvalue Regularization

Published in MDPI AG • Apr 1, 2025
NobleIDNI4P30W80R00S86
Authors:
Sixiang Xu
,
Huihui Dong
,
Chen Zhang

Abstract

Bilinear pooling, as an aggregation approach that outputs second-order statistics of deep learning features, has demonstrated effectiveness in a wide range of visual recognition tasks. Among major improvements on the bilinear pooling, matrix square root normalization—applied to the bilinear represen...

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