Questions tagged [discriminator]

For questions related to the discriminator component of GANs.

3 questions with no upvoted or accepted answers
Filter by
Sorted by
Tagged with
12 votes
2 answers
528 views

Can some one help me understand this paragraph from Nvidia's progressive GAN paper?

In the paper Progressive growing of gans for improved quality, stability, and variation (ICLR, 2018) by Nvidia researchers, the authors write Furthermore, we observe that mode collapses traditionally ...
user avatar
  • 391
1 vote
0 answers
30 views

Why does the relativistic discriminator increase the probability that generated data are real and decrease the probability that real data are real?

I was reading the ESRGAN whitepaper, where I came across this line: Relativistic discriminator [2] is developed not only to increase the probability that generated data are real but also to ...
user avatar
1 vote
0 answers
81 views

Training Conditional DCGAN with GAN-CLS loss

I am trying to implement conditional GAN using GAN-CLS loss as described in paper: https://arxiv.org/abs/1605.05396 So, while training discriminator, I should I have three batches of data: [...
user avatar