GAN Specialization course 1 week 3 - mode collapse, vanishing gradient, wasserstein loss

from Sharon Zhou, deeplearning.ai. What I have learnt from gan specialization course 1 (Build Basic GAN) on week 3
gan
pytorch
Published

October 7, 2020

Mode collapse, Vanishing gradient

Very good explanation about why it happens. Flat region when discriminator is learning faster (it has an easier job) than generator.

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Earth mover’s distance. Wasserstein loss. 1-L continuous condition

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