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1. Generative Adversarial Nets
Mar 21, 2021
HeeDae Kwon

2. contents
 Introduction
 Adversial Nets
 Theoretical Results
 Experiments

3. Introduction
 Deep learning
- striking successes
 Deep generative model
 - less of an impact
=> Adversarial nets
- Generative model = counterfeiters
- Discriminative model = police

4. Adversial Nets
 D = maximize
 G = minimize

5. Adversial Nets

6. THEORETICAL
RESULTS

7. THEORETICAL RESULTS

8. Theoretical Results

9. Theoretical Results

10. Theoretical Results

11. THEORETICAL
RESULTS