Global-affine and local-specific generative adversarial network for semantic-guided image generation

DOI10.3934/MFC.2021009zbMath1485.68228OpenAlexW3171015458MaRDI QIDQ2063712

Yanyan Li

Publication date: 11 January 2022

Published in: Mathematical Foundations of Computing (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.3934/mfc.2021009

zbMATH Keywords

generative adversarial networkgraph convolutional networkfeature filtering mechanismsemantic layout constructionweight map predictor

Mathematics Subject Classification ID

Learning and adaptive systems in artificial intelligence (68T05) Computing methodologies for image processing (68U10) Image processing (compression, reconstruction, etc.) in information and communication theory (94A08)

Uses Software

• Adam
• MS-COCO
• Visual Genome
• SketchyGAN
• SinGAN
• StarGAN
• Faster R-CNN

Cites Work

• Unified Generative Adversarial Networks for Controllable Image-to-Image Translation

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