Advanced30 min
GAN Training Dynamics and Variants
Mode collapse, vanishing discriminator gradients, DCGAN, WGAN with gradient penalty, StyleGAN and FID.
Assumes you know
Not yet written
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The full curriculum is published up front so you can see the whole route and its dependencies. Lessons are being written in curriculum order.
What it will cover
- mode collapse
- WGAN
- DCGAN
- StyleGAN
- FID