Methods › General › Loss Functions › WGAN-GP Loss › Papers where code ran, page 1
WGAN-GP Loss
Papers archive 2025-07-28
archive papers tagged: 65 · with a code link: 37 · where Syntology ran a sample: 15 (13 with a run with no instrument failure, 2 where every run was a failure of Syntology's instrument) Syntology
Show: all tagged papersonly where code ran (15 of 65 tagged: 13 with a run with no instrument failure, 2 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 15 of the 15 tagged papers where Syntology ran at least one harvested sample (13 with a run with no instrument failure, 2 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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Forgery-aware Adaptive Transformer for Generalizable Synthetic Image Detection 27 Dec 2023 · 2 repositories · arXiv:2312.16649Syntology official (archive's flag): 6 ran · 6 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; 5 where Syntology's instrument failed) · 1 unverified (of 7 harvested samples) · 4 pointer-only (licence)
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WaveGAN: Frequency-aware GAN for High-Fidelity Few-shot Image Generation 15 Jul 2022 · 1 repository · arXiv:2207.07288Syntology official (archive's flag): 7 ran · 7 ran (of which 4 constructed an object rather than computing a result; 4 with no instrument failure: 0 honoured, 0 violated, 4 with no contract checked; 3 where Syntology's instrument failed) · 6 unverified (of 13 harvested samples) · 13 pointer-only (licence)
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StarGANv2-VC: A Diverse, Unsupervised, Non-parallel Framework for Natural-Sounding Voice Conversion 21 Jul 2021 · 2 repositories · arXiv:2107.10394Syntology 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) · 2 unverified (of 5 harvested samples)
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StyleMelGAN: An Efficient High-Fidelity Adversarial Vocoder with Temporal Adaptive Normalization 3 Nov 2020 · 2 repositories · arXiv:2011.01557Syntology 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) · 1 unverified (of 2 harvested samples)
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HiFiSinger: Towards High-Fidelity Neural Singing Voice Synthesis 3 Sep 2020 · 1 repository · arXiv:2009.01776Syntology 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) · 3 unverified (of 10 harvested samples)
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The Hessian Penalty: A Weak Prior for Unsupervised Disentanglement 24 Aug 2020 · 1 repository · arXiv:2008.10599Syntology official (archive's flag): 20 ran · 20 ran (of which 0 constructed an object rather than computing a result; 16 with no instrument failure: 0 honoured, 0 violated, 16 with no contract checked; 4 where Syntology's instrument failed) · 1 unverified (of 21 harvested samples) · 7 pointer-only (licence)
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Parallel WaveGAN: A fast waveform generation model based on generative adversarial networks with multi-resolution spectrogram 25 Oct 2019 · 12 repositories · arXiv:1910.11480Syntology 17 ran (of which 0 constructed an object rather than computing a result; 17 with no instrument failure: 0 honoured, 0 violated, 17 with no contract checked; 0 where Syntology's instrument failed) · 3 unverified (of 20 harvested samples) · 1 pointer-only (licence)
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A Style-Based Generator Architecture for Generative Adversarial Networks 12 Dec 2018 · 83 repositories · arXiv:1812.04948Syntology official (archive's flag): 1 ran · 244 ran (of which 147 constructed an object rather than computing a result; 218 with no instrument failure: 17 honoured, 3 violated, 198 with no contract checked; 26 where Syntology's instrument failed) · 152 unverified (of 396 harvested samples) · 229 pointer-only (licence)
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Metropolis-Hastings Generative Adversarial Networks 28 Nov 2018 · 4 repositories · arXiv:1811.11357Syntology official (archive's flag): 2 ran · 6 ran (of which 0 constructed an object rather than computing a result; 4 with no instrument failure: 2 honoured, 1 violated, 1 with no contract checked; 2 where Syntology's instrument failed) · 4 unverified (of 10 harvested samples) · 3 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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Convolutional Generative Adversarial Networks with Binary Neurons for Polyphonic Music Generation 25 Apr 2018 · 3 repositories · arXiv:1804.09399Syntology official (archive's flag): 8 ran · 19 ran (of which 0 constructed an object rather than computing a result; 19 with no instrument failure: 0 honoured, 0 violated, 19 with no contract checked; 0 where Syntology's instrument failed) · 16 unverified (of 35 harvested samples)
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Adversarial Audio Synthesis 12 Feb 2018 · 22 repositories · arXiv:1802.04208Syntology community repositories only · 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) · 2 unverified (of 4 harvested samples) · 4 pointer-only (licence)
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Progressive Growing of GANs for Improved Quality, Stability, and Variation 27 Oct 2017 · 115 repositories · arXiv:1710.10196Syntology community repositories only · 58 ran (of which 0 constructed an object rather than computing a result; 43 with no instrument failure: 5 honoured, 1 violated, 37 with no contract checked; 15 where Syntology's instrument failed) · 31 unverified (of 89 harvested samples) · 23 pointer-only (licence)
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GANs Trained by a Two Time-Scale Update Rule Converge to a Local Nash Equilibrium 26 Jun 2017 · 71 repositories · arXiv:1706.08500Syntology official (archive's flag): 1 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) · 1 pointer-only (licence)
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Improved Training of Wasserstein GANs 31 Mar 2017 · 110 repositories · arXiv:1704.00028Syntology community repositories only · 27 ran (of which 10 constructed an object rather than computing a result; 19 with no instrument failure: 1 honoured, 0 violated, 18 with no contract checked; 8 where Syntology's instrument failed) · 22 unverified (of 49 harvested samples) · 20 pointer-only (licence)