Ten years of generative adversarial nets (GANs): a survey of the state-of-the-art

Ten years of generative adversarial nets (GANs): a survey of the state-of-the-art

Generative adversarial networks (GANs) have rapidly emerged as powerful tools for generating realistic and diverse data across various domains, including computer vision and other applied areas, since their inception in 2014. Consisting of a discriminative network and a generative network engaged in...

Full description

Bibliographic Details
Main Authors: Tanujit Chakraborty, Ujjwal Reddy K S, Shraddha M Naik, Madhurima Panja, Bayapureddy Manvitha
Format: Article
Language:English
Published: IOP Publishing 2024-01-01
Series:Machine Learning: Science and Technology
Subjects:
adversarial learning
image generation
deep learning
model evaluation and selection
generative adversarial networks
artificial intelligence.
Online Access:https://doi.org/10.1088/2632-2153/ad1f77

Internet

https://doi.org/10.1088/2632-2153/ad1f77

Similar Items