Imperfect ImaGANation: Implications of GANs exacerbating biases on facial data augmentation and snapchat face lenses

Arts & Humanities

• Augmentation 100%
• Imperfect 85%
• Generative 66%
• Real World 25%
• Masculine 24%
• Learning Model 19%
• Amplification 16%
• Perils 14%
• Filter 14%
• Machine Learning 13%
• Train 12%

Engineering & Materials Science

• Lenses 81%
• Skin 69%
• Amplification 20%
• Network architecture 18%
• Machine learning 14%
• Color 14%

Social Sciences

• trend 39%
• university teacher 19%
• sense of security 18%
• data network 17%
• engineering 16%
• gender 6%
• learning 4%