CCS Concepts: Computing methodologies → Computer vision; Regularization; Neural networks

ACM Reference Format:

1 INTRODUCTION

2 BACKGROUND AND THREE PERSPECTIVES OF GANS TRAINING

3 REGULARIZATION AND NORMALIZATION OF "REAL & FAKE"

4 REGULARIZATION AND NORMALIZATION OF "FITTING DISTRIBUTION"

5 REGULARIZATION AND NORMALIZATION OF "TRAINING DYNAMICS"

6 REGULARIZATION AND NORMALIZATION OF "OTHER METHODS"

7 APPLICATIONS OF REGULARIZATION AND NORMALIZATION IN SOTA GANS

8 SUMMARY AND OUTLOOK