BriefGPT.xyz
May, 2017
广义的无序汇聚执行隐式显著匹配
Generalized orderless pooling performs implicit salient matching
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Marcel Simon, Erik Rodner, Yang Gao, Trevor Darrell, Joachim Denzler
TL;DR
提出了一种泛化的alpha-pooling方法,可以在训练中学习汇编策略,同时引入一种有效的决策可视化方法来分析语义组成对决策的影响,实验证明这个方法可以在各种标准数据集上优于传统的的平均池化和双线性池化方法。
Abstract
Most recent
cnn architectures
use average pooling as a final feature encoding step. In the field of
fine-grained recognition
, however, recent global representations like
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