Stabilized GAN models training with kernel-histogram transformation and probability mass function distance

Keyphrases

• Histogram Shifting 100%
• Network Model 100%
• Probability Mass Function 100%
• Training Model 100%
• Generative Adversarial Networks 100%
• Kernel Histogram 100%
• Function Distance 100%
• Training Process 25%
• Inception Score 25%
• Fréchet Inception Distance 25%
• Experimental Environment 12%
• Image Generation 12%
• Generative Models 12%
• Evaluation Metrics 12%
• Function Structure 12%
• Visual Evaluation 12%
• Gaussian Kernel 12%
• Stable Training 12%
• Simultaneous Use 12%
• WGAN-GP 12%
• CIFAR10 Dataset 12%
• GAN Framework 12%
• Training Instability 12%
• Modified Loss Function 12%
• Visual Quality Assessment 12%
• Distribution Learning 12%

Engineering

• Histogram 100%
• Network Model 100%
• Distance Function 100%
• Metrics 33%
• Generative Model 33%
• Image Synthesis 33%
• Loss Function 33%
• Optimal Setting 33%
• Simultaneous Application 33%
• Gaussian Kernel 33%

Computer Science

• Probability Mass Function 100%
• Training Model 100%
• Generative Adversarial Networks 100%
• Training Process 25%
• Visual Quality 12%
• Image Synthesis 12%
• Generative Model 12%
• Evaluation Metric 12%
• Gaussian Kernel 12%
• Structure Function 12%
• Optimal Setting 12%