Consistency Preservation and Feature Entropy Regularization for GAN Based Face Editing

Keyphrases

• Network Applications 100%
• Generative Adversarial Networks 100%
• Face Editing 100%
• Feature Entropy 100%
• Consistency Preservation 100%
• Entropy Regularization 100%
• Cycle Consistency Loss 60%
• Irrelevant Features 40%
• Network Model 40%
• StarGAN 40%
• Facial Attribute Editing 40%
• Feature Disentanglement 40%
• Loss Function 20%
• Image-based 20%
• Network Framework 20%
• Facial Features 20%
• Generalization Performance 20%
• Image-to-image Translation 20%
• Feature Space 20%
• Dropout 20%
• Feature Map 20%
• Feature Level 20%
• Entanglement 20%
• Translation-based 20%
• Image-to-image 20%
• Consistency Loss 20%
• Image Semantics 20%
• Expression Editing 20%
• Image Consistency 20%
• Network Loss 20%
• CelebA Dataset 20%
• Implicit Semantics 20%

Computer Science

• Generative Adversarial Networks 100%
• Regularization 100%
• Generalization Performance 20%
• Image Translation 20%
• Feature Space 20%
• Facial Feature 20%
• Generate Sample 20%
• Semantic Image 20%