DF-GAN: Deep Fusion Generative Adversarial Networks for Text-to-Image Synthesis

DF-GAN: Deep Fusion Generative Adversarial Networks for Text-to-Image Synthesis

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Intro

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1 of 17

Intro

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DF-GAN: Deep Fusion Generative Adversarial Networks for Text-to-Image Synthesis

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  1. 1 Intro
  2. 2 DFGAN Architecture
  3. 3 Previous Work
  4. 4 Con 1 Stacked Architecture
  5. 5 Con 2 AttentionGAN
  6. 6 Con 3 SDGAN
  7. 7 Problems
  8. 8 Semantic Consistency
  9. 9 DFGAN
  10. 10 Simplified TexttoImage Generation Backbone
  11. 11 Matching Aware Zero Centered Gradient Penalty
  12. 12 Minima of Loss Curve
  13. 13 Deep Fusion Block
  14. 14 Training Parameters
  15. 15 Quantitative Results
  16. 16 Qualitative Results
  17. 17 Evaluation Study

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