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Apr, 2018
基于记忆匹配网络的单张图片识别
Memory Matching Networks for One-Shot Image Recognition
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Qi Cai, Yingwei Pan, Ting Yao, Chenggang Yan, Tao Mei
TL;DR
本文提出了Memory Matching Networks(MM-Net)的新想法,即在卷积神经网络中加入记忆元素,并学习动态地适应无标签图像的参数,从而实现一次学习。文章探讨了不同的训练数据集的匹配方法,并得出了超越同类算法的实验结果。
Abstract
In this paper, we introduce the new ideas of augmenting
convolutional neural networks
(CNNs) with Memory and learning to learn the network parameters for the unlabelled images on the fly in
one-shot learning
. Spe
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