An Example for Domain Adaptation Using CycleGAN

Yanhua Zhao
1/13/2026
cs.CVcs.AI

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Abstract

Cycle-Consistent Adversarial Network (CycleGAN) is very promising in domain adaptation. In this report, an example in medical domain will be explained. We present struecture of a CycleGAN model for unpaired image-to-image translation from microscopy to pseudo H\&E stained histopathology images.

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@article{zhao2026example,
  title  = {An Example for Domain Adaptation Using CycleGAN},
  author = {Yanhua Zhao},
  year   = {2026},
  eprint = {2601.08776},
  archivePrefix = {arXiv},
  url    = {http://arxiv.org/abs/2601.08776v3}
}

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