Methods › General › Normalization › Switchable Normalization
Switchable Normalization
archive 2025-07-28 Description, source and code snippet are the archive's method entry.
Switchable Normalization combines three types of statistics estimated channel-wise, layer-wise, and minibatch-wise by using instance normalization, layer normalization, and batch normalization respectively. Switchable Normalization switches among them by learning their importance weights.
Papers archive 2025-07-28
9 shown of 9, newest first. Repository counts are the archive's code-links table. A Syntology line states what Syntology ran from that paper's harvested code; it is per sample and not a correctness claim.
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Block Attention and Switchable Normalization Based Deep Learning Framework for Segmentation of Retinal Vessels 10 Apr 2023 · 1 repository
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Reducing the feature divergence of RGB and near-infrared images using Switchable Normalization 6 Jun 2021 · 1 repository · arXiv:2106.03088
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Stable and Effective One-Step Method for Person Search 13 May 2021 · 0 repositories
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Automatic Ischemic Stroke Lesion Segmentation from Computed Tomography Perfusion Images by Image Synthesis and Attention-Based Deep Neural Networks 7 Jul 2020 · 0 repositories · arXiv:2007.03294
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Exemplar Normalization for Learning Deep Representation 19 Mar 2020 · 0 repositories · arXiv:2003.08761
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Adapted Center and Scale Prediction: More Stable and More Accurate 20 Feb 2020 · 1 repository · arXiv:2002.09053
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Switchable Normalization for Learning-to-Normalize Deep Representation 22 Jul 2019 · 0 repositories · arXiv:1907.10473
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Do Normalization Layers in a Deep ConvNet Really Need to Be Distinct? 19 Nov 2018 · 0 repositories · arXiv:1811.07727
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Differentiable Learning-to-Normalize via Switchable Normalization 28 Jun 2018 · 3 repositories · arXiv:1806.10779Syntology ran 0 of 13 samples · 13 unverified
Tasks archive 2025-07-28
14 tasks the archive attaches to papers tagged with this method, by distinct papers. A task without a page in the catalog is plain text.
Usage over time archive 2025-07-28
Components: the archive holds no method-to-method composition, so PwC's Components table cannot be rebuilt; the Papers list carries no Results column for the same reason (the archive does not join its leaderboard rows to method tags).
Categories archive 2025-07-28
Report a problem or propose a change · a person checks every report against the paper or source before anything changes; decisions are listed on /corrections