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Unpaired Image-to-Image Translation Using Cycle-Consistent Adversarial Networks

Unpaired Image-to-Image Translation Using Cycle-Consistent Adversarial Networks

UCF CRCV via YouTube Direct link

Identity Requirement

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Identity Requirement

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Classroom Contents

Unpaired Image-to-Image Translation Using Cycle-Consistent Adversarial Networks

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  1. 1 Introduction
  2. 2 Examples
  3. 3 Challenge
  4. 4 Intuition
  5. 5 Cycle Loss
  6. 6 Full Objective Function
  7. 7 Generators
  8. 8 Discriminator
  9. 9 Results
  10. 10 Pics to Pics
  11. 11 The Results
  12. 12 Ablation Results
  13. 13 Identity Requirement
  14. 14 Failures

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