High-Resolution Image Synthesis and Semantic Manipulation with Conditional GANs

High-Resolution Image Synthesis and Semantic Manipulation with Conditional GANs

UCF CRCV via YouTube Direct link

Results: Human Perceptual Study - Limited Time

11 of 14

11 of 14

Results: Human Perceptual Study - Limited Time

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High-Resolution Image Synthesis and Semantic Manipulation with Conditional GANs

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  1. 1 Intro
  2. 2 Motivation
  3. 3 pix2pix Baseline
  4. 4 Improving Photorealism and Resolution: Coarse to Fine Genera
  5. 5 Improving Photorealism and Resolution: Multi-Scale Discriminators
  6. 6 Using Instance Maps
  7. 7 Learning an Instance Level Feature Embedding
  8. 8 Results: Quantitative Comparison
  9. 9 Results: Perceptual Study
  10. 10 Results: Human Perceptual Study - Unlimited Tin
  11. 11 Results: Human Perceptual Study - Limited Time
  12. 12 Results: Generator Comparison
  13. 13 Results: Discriminator Comparison
  14. 14 Interactive Object Editing

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