Methods › General › Normalization › Spectral Normalization › Papers where code ran, page 1
Spectral Normalization
Papers archive 2025-07-28
archive papers tagged: 220 · with a code link: 115 · where Syntology ran a sample: 36 (30 with a run with no instrument failure, 6 where every run was a failure of Syntology's instrument) Syntology
Show: all tagged papersonly where code ran (36 of 220 tagged: 30 with a run with no instrument failure, 6 where every run was a failure of Syntology's instrument)
Syntology We ran code from the paper's repository; we did not isolate this method inside it.
Page 1 of 1: papers 1 to 36 of the 36 tagged papers where Syntology ran at least one harvested sample (30 with a run with no instrument failure, 6 where every run was a failure of Syntology's instrument), newest first by the archive's date (ties by arXiv id). This is a filter on Syntology's record ordered by date only, not a ranking; a run is not a correctness claim. A paper missing from this list is not a recorded non-run: it may have no arXiv id, no harvested code, or only samples that have not run yet.
Repository counts are the archive's code-links table. A Syntology line states what Syntology ran from that paper's harvested code, as “N ran (of which C constructed an object rather than computing a result; K with no instrument failure: H honoured, V violated, P with no contract checked; I where Syntology's instrument failed) · U unverified”; the instrument figure counts failures of Syntology's instrument, not of the code. It is per sample and not a correctness claim. When the archive marks a repository official for the paper, the line starts with that repository's state (the archive's flag, not a verdict on who wrote the code; “community repositories only” when every sample that ran came from a community repository, “official: no sample here; runs from other or unrecorded repositories” when some came from a repository the paper names or has in its text, or from none recorded); hover it for the repositories the samples that ran came from.
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Is Centralized Training with Decentralized Execution Framework Centralized Enough for MARL? 27 May 2023 · 1 repository · arXiv:2305.17352Syntology official (archive's flag): 1 ran · 1 ran (of which 0 constructed an object rather than computing a result; 1 with no instrument failure: 0 honoured, 0 violated, 1 with no contract checked; 0 where Syntology's instrument failed) · 0 unverified (of 1 harvested sample) · 1 pointer-only (licence)
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High Fidelity Image Synthesis With Deep VAEs In Latent Space 23 Mar 2023 · 2 repositories · arXiv:2303.13714Syntology official (archive's flag): 2 ran · 2 ran (of which 0 constructed an object rather than computing a result; 2 with no instrument failure: 2 honoured, 0 violated, 0 with no contract checked; 0 where Syntology's instrument failed) · 0 unverified (of 2 harvested samples) · 2 pointer-only (licence)
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Stabilizing Transformer Training by Preventing Attention Entropy Collapse 11 Mar 2023 · 1 repository · arXiv:2303.06296Syntology official (archive's flag): 2 ran · 2 ran (of which 0 constructed an object rather than computing a result; 0 with no instrument failure: 0 honoured, 0 violated, 0 with no contract checked; 2 where Syntology's instrument failed) · 0 unverified (of 2 harvested samples) · 2 pointer-only (licence)
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Order Matters: Agent-by-agent Policy Optimization 13 Feb 2023 · 1 repository · arXiv:2302.06205Syntology official (archive's flag): 4 ran · 4 ran (of which 0 constructed an object rather than computing a result; 3 with no instrument failure: 1 honoured, 0 violated, 2 with no contract checked; 1 where Syntology's instrument failed) · 0 unverified (of 4 harvested samples) · 1 pointer-only (licence)
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KDEformer: Accelerating Transformers via Kernel Density Estimation 5 Feb 2023 · 1 repository · arXiv:2302.02451Syntology official (archive's flag): 8 ran · 8 ran (of which 0 constructed an object rather than computing a result; 1 with no instrument failure: 0 honoured, 0 violated, 1 with no contract checked; 7 where Syntology's instrument failed) · 4 unverified (of 12 harvested samples)
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Effects of Spectral Normalization in Multi-agent Reinforcement Learning 10 Dec 2022 · 1 repository · arXiv:2212.05331Syntology official (archive's flag): 4 ran · 4 ran (of which 0 constructed an object rather than computing a result; 4 with no instrument failure: 1 honoured, 0 violated, 3 with no contract checked; 0 where Syntology's instrument failed) · 0 unverified (of 4 harvested samples)
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ACE: Cooperative Multi-agent Q-learning with Bidirectional Action-Dependency 29 Nov 2022 · 1 repository · arXiv:2211.16068Syntology official (archive's flag): 4 ran · 4 ran (of which 0 constructed an object rather than computing a result; 4 with no instrument failure: 0 honoured, 0 violated, 4 with no contract checked; 0 where Syntology's instrument failed) · 0 unverified (of 4 harvested samples)
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GLEAN: Generative Latent Bank for Image Super-Resolution and Beyond 29 Jul 2022 · 1 repository · arXiv:2207.14812Syntology official (archive's flag): 7 ran · 7 ran (of which 0 constructed an object rather than computing a result; 7 with no instrument failure: 0 honoured, 0 violated, 7 with no contract checked; 0 where Syntology's instrument failed) · 2 unverified (of 9 harvested samples)
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BigColor: Colorization using a Generative Color Prior for Natural Images 20 Jul 2022 · 1 repository · arXiv:2207.09685Syntology official (archive's flag): 3 ran · 3 ran (of which 2 constructed an object rather than computing a result; 3 with no instrument failure: 0 honoured, 0 violated, 3 with no contract checked; 0 where Syntology's instrument failed) · 1 unverified (of 4 harvested samples)
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StudioGAN: A Taxonomy and Benchmark of GANs for Image Synthesis 19 Jun 2022 · 2 repositories · arXiv:2206.09479Syntology official (archive's flag): 1 ran · 8 ran (of which 0 constructed an object rather than computing a result; 6 with no instrument failure: 0 honoured, 0 violated, 6 with no contract checked; 2 where Syntology's instrument failed) · 3 unverified (of 11 harvested samples) · 2 pointer-only (licence)
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A Simple Approach to Improve Single-Model Deep Uncertainty via Distance-Awareness 1 May 2022 · 2 repositories · arXiv:2205.00403Syntology official (archive's flag): 1 ran · 1 ran (of which 0 constructed an object rather than computing a result; 0 with no instrument failure: 0 honoured, 0 violated, 0 with no contract checked; 1 where Syntology's instrument failed) · 0 unverified (of 1 harvested sample) · 1 pointer-only (licence)
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OSSGAN: Open-Set Semi-Supervised Image Generation 29 Apr 2022 · 1 repository · arXiv:2204.14249Syntology official (archive's flag): 10 ran · 10 ran (of which 0 constructed an object rather than computing a result; 3 with no instrument failure: 0 honoured, 0 violated, 3 with no contract checked; 7 where Syntology's instrument failed) · 2 unverified (of 12 harvested samples) · 12 pointer-only (licence)
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Scatterbrain: Unifying Sparse and Low-rank Attention Approximation 28 Oct 2021 · 1 repository · arXiv:2110.15343Syntology official (archive's flag): 1 ran · 1 ran (of which 0 constructed an object rather than computing a result; 0 with no instrument failure: 0 honoured, 0 violated, 0 with no contract checked; 1 where Syntology's instrument failed) · 0 unverified (of 1 harvested sample)
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Real-ESRGAN: Training Real-World Blind Super-Resolution with Pure Synthetic Data 22 Jul 2021 · 8 repositories · arXiv:2107.10833Syntology official: harvested, nothing ran · 6 ran (of which 0 constructed an object rather than computing a result; 4 with no instrument failure: 0 honoured, 0 violated, 4 with no contract checked; 2 where Syntology's instrument failed) · 3 unverified (of 9 harvested samples) · 1 pointer-only (licence)
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SMYRF: Efficient Attention using Asymmetric Clustering 11 Oct 2020 · 1 repository · arXiv:2010.05315Syntology official: no sample here; runs from other or unrecorded repositories · 3 ran (of which 0 constructed an object rather than computing a result; 0 with no instrument failure: 0 honoured, 0 violated, 0 with no contract checked; 3 where Syntology's instrument failed) · 0 unverified (of 3 harvested samples) · 3 pointer-only (licence)
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A New Perspective on Stabilizing GANs training: Direct Adversarial Training 19 Aug 2020 · 1 repository · arXiv:2008.09041Syntology official (archive's flag): 3 ran · 3 ran (of which 0 constructed an object rather than computing a result; 3 with no instrument failure: 0 honoured, 0 violated, 3 with no contract checked; 0 where Syntology's instrument failed) · 0 unverified (of 3 harvested samples)
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A Spectral Energy Distance for Parallel Speech Synthesis 3 Aug 2020 · 2 repositories · arXiv:2008.01160Syntology community repositories only · 2 ran (of which 0 constructed an object rather than computing a result; 2 with no instrument failure: 0 honoured, 0 violated, 2 with no contract checked; 0 where Syntology's instrument failed) · 1 unverified (of 3 harvested samples)
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Instance Selection for GANs 30 Jul 2020 · 2 repositories · arXiv:2007.15255Syntology official (archive's flag): 1 ran · 11 ran (of which 0 constructed an object rather than computing a result; 5 with no instrument failure: 5 honoured, 0 violated, 0 with no contract checked; 6 where Syntology's instrument failed) · 8 unverified (of 19 harvested samples) · 19 pointer-only (licence)
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NVAE: A Deep Hierarchical Variational Autoencoder 8 Jul 2020 · 10 repositories · arXiv:2007.03898Syntology official (archive's flag): 9 ran · 26 ran (of which 15 constructed an object rather than computing a result; 21 with no instrument failure: 3 honoured, 0 violated, 18 with no contract checked; 5 where Syntology's instrument failed) · 15 unverified (of 41 harvested samples) · 23 pointer-only (licence)
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Differentiable Augmentation for Data-Efficient GAN Training 18 Jun 2020 · 13 repositories · arXiv:2006.10738Syntology official (archive's flag): 7 ran · 49 ran (of which 0 constructed an object rather than computing a result; 19 with no instrument failure: 2 honoured, 1 violated, 16 with no contract checked; 30 where Syntology's instrument failed) · 9 unverified (of 58 harvested samples) · 15 pointer-only (licence)
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Training Generative Adversarial Networks with Limited Data 11 Jun 2020 · 28 repositories · arXiv:2006.06676Syntology official: no sample here; runs from other or unrecorded repositories · 21 ran (of which 0 constructed an object rather than computing a result; 20 with no instrument failure: 2 honoured, 1 violated, 17 with no contract checked; 1 where Syntology's instrument failed) · 8 unverified (of 29 harvested samples) · 5 pointer-only (licence)
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GANSpace: Discovering Interpretable GAN Controls 6 Apr 2020 · 2 repositories · arXiv:2004.02546Syntology official (archive's flag): 3 ran · 3 ran (of which 0 constructed an object rather than computing a result; 0 with no instrument failure: 0 honoured, 0 violated, 0 with no contract checked; 3 where Syntology's instrument failed) · 1 unverified (of 4 harvested samples)
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Evolving Normalization-Activation Layers 6 Apr 2020 · 8 repositories · arXiv:2004.02967Syntology 3 ran (of which 0 constructed an object rather than computing a result; 0 with no instrument failure: 0 honoured, 0 violated, 0 with no contract checked; 3 where Syntology's instrument failed) · 2 unverified (of 5 harvested samples) · 3 pointer-only (licence)
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Feature Quantization Improves GAN Training 5 Apr 2020 · 2 repositories · arXiv:2004.02088Syntology official (archive's flag): 1 ran · 3 ran (of which 0 constructed an object rather than computing a result; 3 with no instrument failure: 0 honoured, 0 violated, 3 with no contract checked; 0 where Syntology's instrument failed) · 1 unverified (of 4 harvested samples) · 1 pointer-only (licence)
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Controllable Orthogonalization in Training DNNs 2 Apr 2020 · 1 repository · arXiv:2004.00917Syntology official (archive's flag): 8 ran · 8 ran (of which 0 constructed an object rather than computing a result; 7 with no instrument failure: 0 honoured, 0 violated, 7 with no contract checked; 1 where Syntology's instrument failed) · 0 unverified (of 8 harvested samples) · 3 pointer-only (licence)
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LOGAN: Latent Optimisation for Generative Adversarial Networks 2 Dec 2019 · 1 repository · arXiv:1912.00953Syntology 5 ran (of which 0 constructed an object rather than computing a result; 4 with no instrument failure: 0 honoured, 1 violated, 3 with no contract checked; 1 where Syntology's instrument failed) · 3 unverified (of 8 harvested samples) · 2 pointer-only (licence)
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Your Local GAN: Designing Two Dimensional Local Attention Mechanisms for Generative Models 27 Nov 2019 · 2 repositories · arXiv:1911.12287Syntology official (archive's flag): 1 ran · 1 ran (of which 0 constructed an object rather than computing a result; 1 with no instrument failure: 0 honoured, 1 violated, 0 with no contract checked; 0 where Syntology's instrument failed) · 0 unverified (of 1 harvested sample) · 1 pointer-only (licence)
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Semantic Hierarchy Emerges in Deep Generative Representations for Scene Synthesis 21 Nov 2019 · 2 repositories · arXiv:1911.09267Syntology 4 ran (of which 0 constructed an object rather than computing a result; 2 with no instrument failure: 0 honoured, 0 violated, 2 with no contract checked; 2 where Syntology's instrument failed) · 1 unverified (of 5 harvested samples) · 1 pointer-only (licence)
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High Fidelity Speech Synthesis with Adversarial Networks 25 Sep 2019 · 3 repositories · arXiv:1909.11646Syntology official (archive's flag): 1 ran · 3 ran (of which 0 constructed an object rather than computing a result; 1 with no instrument failure: 0 honoured, 0 violated, 1 with no contract checked; 2 where Syntology's instrument failed) · 2 unverified (of 5 harvested samples) · 4 pointer-only (licence)
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Large Scale Adversarial Representation Learning 4 Jul 2019 · 4 repositories · arXiv:1907.02544Syntology 2 ran (of which 0 constructed an object rather than computing a result; 2 with no instrument failure: 0 honoured, 0 violated, 2 with no contract checked; 0 where Syntology's instrument failed) · 1 unverified (of 3 harvested samples)
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Improved Precision and Recall Metric for Assessing Generative Models 15 Apr 2019 · 10 repositories · arXiv:1904.06991Syntology official (archive's flag): 1 ran · 30 ran (of which 12 constructed an object rather than computing a result; 20 with no instrument failure: 5 honoured, 1 violated, 14 with no contract checked; 10 where Syntology's instrument failed) · 12 unverified (of 42 harvested samples) · 25 pointer-only (licence)
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Large Scale GAN Training for High Fidelity Natural Image Synthesis 28 Sep 2018 · 35 repositories · arXiv:1809.11096Syntology 28 ran (of which 0 constructed an object rather than computing a result; 20 with no instrument failure: 1 honoured, 2 violated, 17 with no contract checked; 8 where Syntology's instrument failed) · 13 unverified (of 41 harvested samples) · 14 pointer-only (licence)
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The relativistic discriminator: a key element missing from standard GAN 2 Jul 2018 · 10 repositories · arXiv:1807.00734Syntology official (archive's flag): 1 ran · 1 ran (of which 0 constructed an object rather than computing a result; 1 with no instrument failure: 0 honoured, 1 violated, 0 with no contract checked; 0 where Syntology's instrument failed) · 8 unverified (of 9 harvested samples) · 3 pointer-only (licence)
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Self-Attention Generative Adversarial Networks 21 May 2018 · 48 repositories · arXiv:1805.08318Syntology official (archive's flag): 1 ran · 46 ran (of which 0 constructed an object rather than computing a result; 42 with no instrument failure: 2 honoured, 0 violated, 40 with no contract checked; 4 where Syntology's instrument failed) · 35 unverified (of 81 harvested samples) · 3 pointer-only (licence)
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Spectral Normalization for Generative Adversarial Networks 16 Feb 2018 · 38 repositories · arXiv:1802.05957Syntology official: no sample here; runs from other or unrecorded repositories · 25 ran (of which 9 constructed an object rather than computing a result; 21 with no instrument failure: 0 honoured, 1 violated, 20 with no contract checked; 4 where Syntology's instrument failed) · 6 unverified (of 31 harvested samples) · 15 pointer-only (licence)
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cGANs with Projection Discriminator 15 Feb 2018 · 12 repositories · arXiv:1802.05637Syntology official (archive's flag): 2 ran · 9 ran (of which 0 constructed an object rather than computing a result; 4 with no instrument failure: 1 honoured, 2 violated, 1 with no contract checked; 5 where Syntology's instrument failed) · 0 unverified (of 9 harvested samples) · 6 pointer-only (licence)