Generative Adversarial Networks (GANs): An Overview of Theoretical Model, Evaluation Metrics, and Recent Developments

no code implementations • 27 May 2020 • Pegah Salehi, Abdolah Chalechale, Maryam Taghizadeh

One of the most significant challenges in statistical signal processing and machine learning is how to obtain a generative model that can produce samples of large-scale data distribution, such as images and speeches.

Generative Adversarial Network