Machine Learning, Data Science, Artificial Intelligence, Towards Data Science, Deep Learning.
discriminator consistently and will stop needing to learn anything. A GAN exhibiting the vanishing gradient problem. The solution is not to pre-train the discriminator, or lower its learning rate compared to that of the generator. One can also change the number of updates for