Explaining in Style: Training a GAN to explain a classifier in StyleSpace

Keyphrases

• Multiple Attributes 100%
• StyleGAN 100%
• Training Procedure 50%
• Multiple Domains 50%
• User Study 50%
• Face Image 50%
• Natural Sources 50%
• Generative Models 50%
• Semantic Features 50%
• Animal Images 50%
• Retinal Image 50%
• Human-Interpretable 50%
• Irrelevant Attributes 50%
• Classifier Model 50%
• Image Classification Model 50%
• Meaningful Image 50%
• Leaf Image 50%
• GAN Training 50%

Computer Science

• Multiple Attribute 100%
• Image Classification 50%
• Generative Model 50%
• Classification Models 50%
• Multiple Domain 50%
• Classifier Model 50%