Construct · 1 fields · 1 citations

generative adversarial network: a standalone construct

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

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Machine learning

a pair of networks trained against each other, a generator that produces samples and a discriminator that tries to tell them from real data.

In machine learning, generative adversarial network refers to a pair of networks trained against each other, a generator that produces samples and a discriminator that tries to tell them from real data. This meaning comes from Goodfellow (2014) in Generative adversarial networks.[1]

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Nearby constructs

conditional generative adversarial network1 fields · 1 citationsanchor · a standalone construct deep convolutional generative adversarial network1 fields · 1 citationsanchor · a standalone construct learning6 fields · 14 citationsjingle · one name, six constructs

References

Goodfellow, I. J., Pouget-Abadie, J., Mirza, M., Xu, B., Warde-Farley, D., Ozair, S., Courville, A., & Bengio, Y. (2014). Generative adversarial networks (arXiv:1406.2661). arXiv. https://doi.org/10.48550/arXiv.1406.2661

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