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What are Generative Adversarial Networks
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Classroom Contents
VEEGAN - Reducing Mode Collapse in GANs Using Implicit Variational Learning
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- 1 What are Generative Adversarial Networks
- 2 What is mode collapse
- 3 How does VEEGAN address mode collapse?
- 4 How the reconstructor works
- 5 Approximately invert the generator Gyl
- 6 Reconstructor Network Objective Function
- 7 Results for the Synthetic datasets
- 8 Results for stacked MNIST
- 9 Stacked MNIST and CIFAR
