May 2019
Intermediate to advanced
272 pages
7h 19m
English
Content preview from Hands-On Generative Adversarial Networks with Keras
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Challenges in training GANs
The challenges mentioned in this section relate to training GANs which can have the following major problems:
- Mode collapse and mode drop
- Training instability
- Sensitivity to hyperparameter initialization
- Vanishing gradients
Let's now move on and address each of these problems individually.
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