EAGAN: Efficient Two-stage Evolutionary Architecture Search for GANs

Keyphrases

• Generative Adversarial Networks 100%
• Architecture Search 100%
• Evolutionary Architecture 100%
• Neural Architecture Search 33%
• Network Training 25%
• Inception Score 25%
• Generation Task 16%
• CIFAR10 Dataset 16%
• Model Size 8%
• Pareto Front 8%
• Search Complexity 8%
• Training Strategy 8%
• Many-to-many 8%
• Network Architecture 8%
• Sorting System 8%
• Competitive Results 8%
• Training Stages 8%
• Network Search 8%
• Non-dominated Sorting 8%
• Two-stage Evolutionary Algorithm 8%
• Image Generation 8%
• Unconditional Image Generation 8%
• Attractive Solutions 8%

Engineering

• Network Training 100%
• Image Synthesis 66%
• Pareto Front 33%
• Graphics Processing Unit 33%
• Discriminator 33%

Computer Science

• Generative Adversarial Networks 100%
• Neural Architecture Search 33%
• Image Synthesis 16%
• Graphics Processing Unit 8%
• Network Architecture 8%
• Evolutionary Algorithm 8%
• Discriminator 8%
• Front Architecture 8%