Is Discriminator a Good Feature Extractor?

The discriminator from generative adversarial nets (GAN) has been used by researchers as a feature extractor in transfer learning and appeared worked well. However, there are also studies that believe this is the wrong research direction because intuitively the task of the discriminator focuses on s...

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Bibliographic Details

Main Authors:	Mao, Xin, Su, Zhaoyu, Tan, Pin Siang, Chow, Jun Kang, Wang, Yu-Hsing
Format:	Journal Article
Language:	English
Published:	02-12-2019
Subjects:	Computer Science - Learning Statistics - Machine Learning
Online Access:	Get full text
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