Semi-supervised Learning for Convolutional Neural Networks via Online Graph Construction

碩士 === 國立臺灣大學 === 資訊工程學研究所 === 104 === The recent promising achievements of deep learning rely on the large amount of labeled data. Considering the abundance of data on the web, most of them do not have labels at all. Therefore, it is important to improve generalization performance using unlabeled d...

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Bibliographic Details
Main Authors: Sheng-Yi Bai, 白聖顗
Other Authors: 徐宏民
Format: Others
Language:en_US
Published: 2016
Online Access:http://ndltd.ncl.edu.tw/handle/93033270454024370150