Methods › General › Normalization › SRN
Stable Rank Normalization
SRN
Introduced by Amartya Sanyal et al. in Stable Rank Normalization for Improved Generalization in Neural Networks and GANs
archive 2025-07-28 Description, source and code snippet are the archive's method entry.
Stable Rank Normalization (SRN) is a weight-normalization scheme which minimizes the stable rank of a linear operator. It simultaneously controls the Lipschitz constant and the stable rank of a linear operator. Stable rank is a softer version of the rank operator and is defined as the squared ratio of the Frobenius norm to the spectral norm.
Papers archive 2025-07-28
17 shown of 17, 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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Exploring Semantic Feature Discrimination for Perceptual Image Super-Resolution and Opinion-Unaware No-Reference Image Quality Assessment 25 Mar 2025 · 1 repository · arXiv:2503.19295Syntology ran 2 of 3 samples · 1 unverified · 3 pointer-only (licence)
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GUMBEL-NERF: Representing Unseen Objects as Part-Compositional Neural Radiance Fields 27 Oct 2024 · 0 repositories · arXiv:2410.20306
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Regularized Multi-Decoder Ensemble for an Error-Aware Scene Representation Network 26 Jul 2024 · 0 repositories · arXiv:2407.19082
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PICASSO: A Feed-Forward Framework for Parametric Inference of CAD Sketches via Rendering Self-Supervision 18 Jul 2024 · 0 repositories · arXiv:2407.13394
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LeanGaussian: Breaking Pixel or Point Cloud Correspondence in Modeling 3D Gaussians 25 Apr 2024 · 1 repository · arXiv:2404.16323
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Adaptively Placed Multi-Grid Scene Representation Networks for Large-Scale Data Visualization 16 Jul 2023 · 1 repository · arXiv:2308.02494
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Towards a general purpose machine translation system for Sranantongo 13 Dec 2022 · 0 repositories · arXiv:2212.06383
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Line Drawing Guided Progressive Inpainting of Mural Damage 12 Nov 2022 · 1 repository · arXiv:2211.06649
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Novel View Synthesis with Diffusion Models 6 Oct 2022 · 0 repositories · arXiv:2210.04628
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An Efficient Two-Stream Network for Isolated Sign Language Recognition Using Accumulative Video Motion 6 Sep 2022 · 1 repository
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A Hierarchical Speaker Representation Framework for One-shot Singing Voice Conversion 28 Jun 2022 · 0 repositories · arXiv:2206.13762
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Reasoning Structural Relation for Occlusion-Robust Facial Landmark Localization 19 Dec 2021 · 1 repository · arXiv:2112.10087
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A NEW BACKBONE FOR HYPERSPECTRAL IMAGE RECONSTRUCTION 29 Sep 2021 · 0 repositories
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CodeNeRF: Disentangled Neural Radiance Fields for Object Categories 3 Sep 2021 · 1 repository · arXiv:2109.01750Syntology ran 2 of 2 samples · 0 unverified
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A Simple and Efficient Reconstruction Backbone for Snapshot Compressive Imaging 17 Aug 2021 · 1 repository · arXiv:2108.07739
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Sequential Random Network for Fine-grained Image Classification 12 Mar 2021 · 0 repositories · arXiv:2103.07230
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Stable Rank Normalization for Improved Generalization in Neural Networks and GANs 11 Jun 2019 · 0 repositories · arXiv:1906.04659
Tasks archive 2025-07-28
20 shown of 40 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