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Jun, 2023
组合原型网络用于小样本图像分类
Compositional Prototypical Networks for Few-Shot Classification
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Qiang Lyu, Weiqiang Wang
TL;DR
本文提出了Compositional Prototypical Networks(CPN)以及学习转移原型和元知识的方法,以提高特征重用性并取得了在不同数据集和设置下的最先进的结果。
Abstract
It is assumed that
pre-training
provides the feature extractor with strong
class transferability
and that high novel class generalization can be achieved by simply reusing the transferable feature extractor. In t
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