Construct · 1 fields · 1 citations

CycleGAN: a standalone construct

One name. One construct. A landmark on the map.

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Machine learning

translating images between two domains without paired examples by training two mappings whose round trip must return the original image.

In machine learning, CycleGAN refers to translating images between two domains without paired examples by training two mappings whose round trip must return the original image. This meaning comes from Zhu (2017) in arXiv.[1]

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Nearby constructs

image4 fields · 5 citationsjingle · one word, four constructs learning6 fields · 14 citationsjingle · one name, six constructs must2 fields · 2 citationsjingle · one word, two constructs

References

Zhu, J., Park, T., Isola, P., & Efros, A. A. (2017). Unpaired Image-to-Image Translation using Cycle-Consistent Adversarial Networks. arXiv. https://doi.org/10.48550/arxiv.1703.10593

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