Unsupervised Domain Adaptation with Coupled Generative Adversarial Autoencoders

When large-scale annotated data are not available for certain image classification tasks, training a deep convolutional neural network model becomes challenging. Some recent domain adaptation methods try to solve this problem using generative adversarial networks and have achieved promising results....

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Bibliographic Details
Main Authors: Xiaoqing Wang, Xiangjun Wang
Format: Article
Language:English
Published: MDPI AG 2018-12-01
Series:Applied Sciences
Subjects:
Online Access:https://www.mdpi.com/2076-3417/8/12/2529