Construct · 1 fields · 1 citations

Fréchet inception distance: a standalone construct

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

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Machine learning

a measure of generative model quality as the Fréchet distance between Gaussian fits to real and generated image features.

In machine learning, Fréchet inception distance refers to a measure of generative model quality as the Fréchet distance between Gaussian fits to real and generated image features. This meaning comes from Heusel (2017) in arXiv.[1]

Unit
Recovery means
Measured by

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Nearby constructs

image4 fields · 5 citationsjingle · one word, four constructs learning6 fields · 14 citationsjingle · one name, six constructs measure2 fields · 4 citationsjingle · one word, two constructs

References

Heusel, M., Ramsauer, H., Unterthiner, T., Nessler, B., & Hochreiter, S. (2017). GANs Trained by a Two Time-Scale Update Rule Converge to a Local Nash Equilibrium. arXiv. https://doi.org/10.48550/arxiv.1706.08500

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