Machine Learning, Deep Learning, Data Science, Computer Vision.
problem mathematically. The paper develops a mathematical model in an effort to illustrate potential issues with the GAN cost functions. Here are some of the claims: GAN has stability and saturation issue for both proposed objective functions (when the discriminator is optimal). Theoretically, it