Questions

Let's evaluate our knowledge of GANs by answering the following questions:

  1. What is the difference between generative and discriminative models?
  2. Explain the role of a generator.
  3. Explain the role of a discriminator.
  4. What is the loss function of the generator and discriminator?
  5. How does a DCGAN differ from a vanilla GAN?
  6. What is KL divergence?
  7. Define the Wasserstein distance.
  8. What is the k-Lipschitz continuous function?
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