I. INTRODUCTION

II. BACKGROUND  
A. Generative Adversarial Network  
B. Transformer Network

III. TRANSFORMER-BASED GANS FOR IMAGE GENERATION

IV. TRANSFORMER-BASED GANS FOR IMAGE-TO-IMAGE TRANSLATION

V. TRANSFORMER-BASED GANS FOR VIDEO APPLICATIONS

VI. TRANSFORMER-BASED GANS FOR MISCELLANEOUS APPLICATIONS

VII. CONCLUSION AND FUTURE DIRECTIONS  
A. Conclusion and Trend  
B. Future Directions