Hands-On Deep Learning Algorithms with Python

Heuristic loss

There is no change in the loss function of the discriminator. It can be directly written as follows:

Now, let's look at the generator loss:

Can we change the minimization objective in our generator loss function into a maximization objective just like the discriminator loss? How can we do that? We know that returns the probability of the fake input image being fake, and the generator is minimizing this probability.

Instead of ...