标题:The Difference Learning of Hidden Layer between Autoencoder and Variational Autoencoder
作者:Qingyang Xu;Zhe Wu;Yiqin Yang;Li Zhang;
作者机构:[Qingyang Xu;Zhe Wu;Yiqin Yang;Li Zhang]School of Mechanical,Electrical & Information Engineering,Shandong University
会议名称:第29届中国控制与决策会议
来源:第29届中国控制与决策会议论文集(4)
出版年:2017
关键词:Autoencoder;Variational autoencoder;Hidden layer learning;Probabilistic model;MNIST
摘要:Autoencoder is an excellent unsupervised learning algorithm.However,it can not generate kinds of sample data in the decoding process.Variational autoencoder is a typical generative adversarial net which can generate various data to augment the sample data.In this paper,we want to do some research ab...
资源类型:会议论文
原文链接:http://kns.cnki.net/kns/detail/detail.aspx?FileName=KZJC201705002063&DbName=IPFD2017
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