Construct · 1 fields · 1 citations

instance normalization: a standalone construct

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Deep learning

normalizing the activations of each channel within each single image, introduced to improve feed-forward style transfer.

In deep learning, instance normalization refers to normalizing the activations of each channel within each single image, introduced to improve feed-forward style transfer. This meaning comes from Ulyanov (2016) in arXiv.[1]

Unit
Recovery means
Measured by

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Nearby constructs

channel4 fields · 4 citationsjingle · one word, four constructs deep learning1 fields · 1 citationsanchor · a standalone construct image4 fields · 5 citationsjingle · one word, four constructs

References

Ulyanov, D., Vedaldi, A., & Lempitsky, V. (2016). Instance Normalization: The Missing Ingredient for Fast Stylization. arXiv. https://doi.org/10.48550/arxiv.1607.08022

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