Methods › General › Normalization › Decorrelated Batch Normalization
Decorrelated Batch Normalization
Introduced by Lei Huang et al. in Decorrelated Batch Normalization
archive 2025-07-28 Description, source and code snippet are the archive's method entry.
Decorrelated Batch Normalization (DBN) is a normalization technique which not just centers and scales activations but whitens them. ZCA whitening instead of PCA whitening is employed since PCA whitening causes a problem called stochastic axis swapping, which is detrimental to learning.
Papers archive 2025-07-28
4 shown of 4, 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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Orthogonal SVD Covariance Conditioning and Latent Disentanglement 11 Dec 2022 · 1 repository · arXiv:2212.05599
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Improving Covariance Conditioning of the SVD Meta-layer by Orthogonality 5 Jul 2022 · 1 repository · arXiv:2207.02119Syntology ran 0 of 1 samples · 1 unverified
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Iterative Normalization: Beyond Standardization towards Efficient Whitening 6 Apr 2019 · 5 repositories · arXiv:1904.03441Syntology ran 3 of 14 samples · 11 unverified · 1 pointer-only (licence)
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Decorrelated Batch Normalization 23 Apr 2018 · 6 repositories · arXiv:1804.08450Syntology ran 1 of 1 samples · 0 unverified · 1 pointer-only (licence)
Tasks archive 2025-07-28
2 tasks the archive attaches to papers tagged with this method, by distinct papers. A task without a page in the catalog is plain text.
| Task | Papers |
|---|---|
| Disentanglement | 1 |
| Robust Object Detection | 1 |
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