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A Young Girl Cut Down in Her Prime
Generative Adversarial Networks (NIPS 2016 tutorial)
Introduction
Deep learning limitations
Function estimators
Selfawareness
Difficult cases
Hidden voice commands
Writing a deep learning chapter
What is deep learning
What could an alternative direction of training neural networks look like
Are you optimistic about us discovering something better
How do we build knowledge representation
Differentiable knowledge bases
GANs at a bar
Deep Boltzmann machines
What are GANs
How do GANs work
Types of GANs
History of GANs
Semisupervised GANs
Class labels
Zebra cycle
Data augmentation
Fairness
Generative Adversarial Networks (GANs)
What is an example of deep learning
Blurry Samples
Directional Second Derivatives
Deep learning optimization way of life
Critical Points
Saddle Points
Curvature
Predicting optimal step size using Taylor series
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