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Image Synthesis with Adversarial Networks: a Comprehensive Survey and Case Studies

Image Synthesis with Adversarial Networks: a Comprehensive Survey and Case Studies

Generative Adversarial Networks (GANs) have been extremely successful in various application domains such as computer vision, medicine, and natural language processing. Moreover, transforming an object or person to a desired shape become a well-studied research in the GANs. GANs are powerful models for learning complex distributions to synthesize semantically meaningful …