Construct · 1 fields · 1 citations

StyleGAN: a standalone construct

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

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Machine learning

a generator architecture that injects a learned style vector at each resolution, separating high-level attributes from stochastic detail in generated images.

In machine learning, StyleGAN refers to a generator architecture that injects a learned style vector at each resolution, separating high-level attributes from stochastic detail in generated images. This meaning comes from Karras (2018) in arXiv.[1]

Unit
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Nearby constructs

architecture3 fields · 4 citationsjingle · one word, three constructs learning6 fields · 14 citationsjingle · one name, six constructs resolution3 fields · 3 citationsjingle · one word, three constructs

References

Karras, T., Laine, S., & Aila, T. (2018). A Style-Based Generator Architecture for Generative Adversarial Networks. arXiv. https://doi.org/10.48550/arxiv.1812.04948

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