Zero-Shot Demographically Unbiased Image Generation From an Existing Biased StyleGAN

Keyphrases

• Image Generation 100%
• Facial Recognition 100%
• Zero-shot 100%
• Facial Analysis 100%
• StyleGAN 100%
• Demographic Characteristics 50%
• Generative Models 50%
• Code-based 50%
• Million Images 50%
• Synthetic Data 50%
• Security Implications 50%
• Societal Implications 50%
• Privacy Sensitive 50%
• Evolutionary Algorithms 50%
• Deep Learning Model 50%
• High-quality Dataset 50%
• Face Recognition System 50%
• Demographic Representation 50%
• Downstream Task 50%
• Unbiased Data 50%
• Balanced Dataset 50%
• Diffusion-based Generative Models 50%

Computer Science

• Evolutionary Algorithm 50%