Simplified Fréchet Distance for Generative Adversarial Nets

Simplified Fréchet Distance for Generative Adversarial Nets

We introduce a distance metric between two distributions and propose a Generative Adversarial Network (GAN) model: the Simplified Fréchet distance (SFD) and the Simplified Fréchet GAN (SFGAN). Although the data generated through GANs are similar to real data, GAN often undergoes un...

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Bibliographic Details
Main Authors: Chung-Il Kim, Meejoung Kim, Seungwon Jung, Eenjun Hwang
Format: Article
Language:English
Published: MDPI AG 2020-03-01
Series:Sensors
Subjects:
image processing
generative models
generative adversarial net
Online Access:https://www.mdpi.com/1424-8220/20/6/1548

Internet

https://www.mdpi.com/1424-8220/20/6/1548

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