Ecological Analogy for Generative Adversarial Networks and Diversity Control

Generative adversarial networks are popular deep neural networks for generative modeling in the field of artificial intelligence. In the generative modeling, we want to output a sample with some random numbers as an input. We train the artificial neural network with a training data set for the purpo...

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Bibliographic Details
Main Author: Kenichi Nakazato
Format: Article
Language:English
Published: IOP Publishing 2022-01-01
Series:Journal of Physics: Complexity
Subjects:
Online Access:https://doi.org/10.1088/2632-072X/acacdf