Deshufflegan: A Self-Supervised Gan to Improve Structure Learning

Keyphrases

• Generative Adversarial Networks 100%
• Structure Learning 100%
• Spatial Structure 66%
• Different Datasets 33%
• Performance Improvement 33%
• Network Performance 33%
• Generated Image 33%
• Data Distribution 33%
• Image Generation 33%
• Network Applications 33%
• Expressive Capacity 33%
• Self-supervision 33%
• Realistic Appearance 33%
• Loss-based 33%
• Supervision Approaches 33%
• Structures in Data 33%
• Deshuffling 33%
• Image Tiles 33%
• Output Image Quality 33%

Computer Science

• Generative Adversarial Networks 100%
• structure learning 100%
• Spatial Structure 66%
• Image Quality 33%
• Network Performance 33%
• Performance Improvement 33%
• Data Distribution 33%
• Realism 33%
• Image Synthesis 33%
• Experimental Evidence 33%
• Baseline Method 33%
• Discriminator 33%