Methods › General › Loss Functions › GAN Least Squares Loss › Papers where code ran, page 1
GAN Least Squares Loss
Papers archive 2025-07-28
archive papers tagged: 421 · with a code link: 141 · where Syntology ran a sample: 16 (14 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 (16 of 421 tagged: 14 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 16 of the 16 tagged papers where Syntology ran at least one harvested sample (14 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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PhenDiff: Revealing Subtle Phenotypes with Diffusion Models in Real Images 13 Dec 2023 · 1 repository · arXiv:2312.08290Syntology official (archive's flag): 5 ran · 5 ran (of which 0 constructed an object rather than computing a result; 5 with no instrument failure: 0 honoured, 0 violated, 5 with no contract checked; 0 where Syntology's instrument failed) · 3 unverified (of 8 harvested samples) · 8 pointer-only (licence)
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Enhancing Visibility in Nighttime Haze Images Using Guided APSF and Gradient Adaptive Convolution 3 Aug 2023 · 1 repository · arXiv:2308.01738Syntology official (archive's flag): 2 ran · 2 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; 1 where Syntology's instrument failed) · 1 unverified (of 3 harvested samples) · 3 pointer-only (licence)
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Proactive Image Manipulation Detection 29 Mar 2022 · 1 repository · arXiv:2203.15880Syntology official (archive's flag): 1 ran · 1 ran (of which 1 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; the one sample that ran constructed an object rather than computing a result (of 1 harvested sample)
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Content-Aware GAN Compression 6 Apr 2021 · 1 repository · arXiv:2104.02244Syntology official (archive's flag): 9 ran · 9 ran (of which 5 constructed an object rather than computing a result; 6 with no instrument failure: 0 honoured, 1 violated, 5 with no contract checked; 3 where Syntology's instrument failed) · 7 unverified (of 16 harvested samples)
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A Closer Look at Fourier Spectrum Discrepancies for CNN-generated Images Detection 31 Mar 2021 · 1 repository · arXiv:2103.17195Syntology 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) · 4 unverified (of 8 harvested samples)
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Deep Cyclic Generative Adversarial Residual Convolutional Networks for Real Image Super-Resolution 7 Sep 2020 · 1 repository · arXiv:2009.03693Syntology 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)
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Model Patching: Closing the Subgroup Performance Gap with Data Augmentation 15 Aug 2020 · 1 repository · arXiv:2008.06775Syntology official (archive's flag): 18 ran · 18 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; 1 where Syntology's instrument failed) · 6 unverified (of 24 harvested samples)
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On Data Augmentation for GAN Training 9 Jun 2020 · 1 repository · arXiv:2006.05338Syntology 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) · 3 unverified (of 7 harvested samples)
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FastSpeech 2: Fast and High-Quality End-to-End Text to Speech 8 Jun 2020 · 37 repositories · arXiv:2006.04558Syntology 83 ran (of which 27 constructed an object rather than computing a result; 73 with no instrument failure: 9 honoured, 1 violated, 63 with no contract checked; 10 where Syntology's instrument failed) · 36 unverified (of 119 harvested samples) · 40 pointer-only (licence)
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CycleGAN-VC2: Improved CycleGAN-based Non-parallel Voice Conversion 9 Apr 2019 · 6 repositories · arXiv:1904.04631Syntology 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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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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Augmented CycleGAN: Learning Many-to-Many Mappings from Unpaired Data 27 Feb 2018 · 3 repositories · arXiv:1802.10151Syntology 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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On the Effectiveness of Least Squares Generative Adversarial Networks 18 Dec 2017 · 3 repositories · arXiv:1712.06391Syntology official (archive's flag): 1 ran · 1 ran (of which 0 constructed an object rather than computing a result; 1 with no instrument failure: 1 honoured, 0 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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Parallel-Data-Free Voice Conversion Using Cycle-Consistent Adversarial Networks 30 Nov 2017 · 9 repositories · arXiv:1711.11293Syntology 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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Unpaired Image-to-Image Translation using Cycle-Consistent Adversarial Networks 30 Mar 2017 · 190 repositories · arXiv:1703.10593Syntology community repositories only · 14 ran (of which 0 constructed an object rather than computing a result; 9 with no instrument failure: 1 honoured, 0 violated, 8 with no contract checked; 5 where Syntology's instrument failed) · 17 unverified (of 31 harvested samples) · 6 pointer-only (licence)
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Least Squares Generative Adversarial Networks 13 Nov 2016 · 24 repositories · arXiv:1611.04076Syntology community repositories only · 8 ran (of which 0 constructed an object rather than computing a result; 7 with no instrument failure: 3 honoured, 1 violated, 3 with no contract checked; 1 where Syntology's instrument failed) · 1 unverified (of 9 harvested samples) · 1 pointer-only (licence)