On the Evaluation of Conditional GANs

Preprint English OPEN
DeVries, Terrance; Romero, Adriana; Pineda, Luis; Taylor, Graham W.; Drozdzal, Michal;
(2019)
  • Subject: Electrical Engineering and Systems Science - Image and Video Processing | Computer Science - Computer Vision and Pattern Recognition | Statistics - Machine Learning | Computer Science - Machine Learning

Conditional Generative Adversarial Networks (cGANs) are finding increasingly widespread use in many application domains. Despite outstanding progress, quantitative evaluation of such models often involves multiple distinct metrics to assess different desirable propertie... View more
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