Methods › Computer Vision › Image Data Augmentation › CutMix › Papers where code ran, page 1
CutMix
Papers archive 2025-07-28
archive papers tagged: 208 · with a code link: 85 · where Syntology ran a sample: 18 (15 with a run with no instrument failure, 3 where every run was a failure of Syntology's instrument) Syntology
Show: all tagged papersonly where code ran (18 of 208 tagged: 15 with a run with no instrument failure, 3 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 18 of the 18 tagged papers where Syntology ran at least one harvested sample (15 with a run with no instrument failure, 3 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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SUMix: Mixup with Semantic and Uncertain Information 10 Jul 2024 · 2 repositories · arXiv:2407.07805Syntology 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) · 1 unverified (of 6 harvested samples) · 2 pointer-only (licence)
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GhostNetV3: Exploring the Training Strategies for Compact Models 17 Apr 2024 · 1 repository · arXiv:2404.11202Syntology 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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Global and Local Mixture Consistency Cumulative Learning for Long-tailed Visual Recognitions 15 May 2023 · 2 repositories · arXiv:2305.08661Syntology official (archive's flag): 2 ran · 7 ran (of which 3 constructed an object rather than computing a result; 3 with no instrument failure: 0 honoured, 0 violated, 3 with no contract checked; 4 where Syntology's instrument failed) · 3 unverified (of 10 harvested samples) · 5 pointer-only (licence)
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Making Sense of Dependence: Efficient Black-box Explanations Using Dependence Measure 13 Jun 2022 · 1 repository · arXiv:2206.06219Syntology 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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Translation Consistent Semi-supervised Segmentation for 3D Medical Images 28 Mar 2022 · 2 repositories · arXiv:2203.14523Syntology official (archive's flag): 8 ran · 8 ran (of which 0 constructed an object rather than computing a result; 8 with no instrument failure: 0 honoured, 0 violated, 8 with no contract checked; 0 where Syntology's instrument failed) · 1 unverified (of 9 harvested samples)
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Semi-Supervised Semantic Segmentation via Adaptive Equalization Learning 11 Oct 2021 · 1 repository · arXiv:2110.05474Syntology 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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SAINT: Improved Neural Networks for Tabular Data via Row Attention and Contrastive Pre-Training 2 Jun 2021 · 7 repositories · arXiv:2106.01342Syntology official (archive's flag): 12 ran · 19 ran (of which 0 constructed an object rather than computing a result; 19 with no instrument failure: 1 honoured, 2 violated, 16 with no contract checked; 0 where Syntology's instrument failed) · 7 unverified (of 26 harvested samples) · 13 pointer-only (licence)
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MixMo: Mixing Multiple Inputs for Multiple Outputs via Deep Subnetworks 10 Mar 2021 · 1 repository · arXiv:2103.06132Syntology 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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Training data-efficient image transformers & distillation through attention 23 Dec 2020 · 40 repositories · arXiv:2012.12877Syntology community repositories only · 12 ran (of which 1 constructed an object rather than computing a result; 9 with no instrument failure: 1 honoured, 0 violated, 8 with no contract checked; 3 where Syntology's instrument failed) · 7 unverified (of 19 harvested samples) · 3 pointer-only (licence)
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Scaled-YOLOv4: Scaling Cross Stage Partial Network 16 Nov 2020 · 41 repositories · arXiv:2011.08036Syntology official: no sample here; runs from other or unrecorded repositories · 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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Shape-Texture Debiased Neural Network Training 12 Oct 2020 · 1 repository · arXiv:2010.05981Syntology 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) · 3 unverified; the one sample that ran constructed an object rather than computing a result (of 4 harvested samples)
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PatchUp: A Feature-Space Block-Level Regularization Technique for Convolutional Neural Networks 14 Jun 2020 · 1 repository · arXiv:2006.07794Syntology official (archive's flag): 7 ran · 7 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; 1 where Syntology's instrument failed) · 5 unverified (of 12 harvested samples) · 1 pointer-only (licence)
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GradAug: A New Regularization Method for Deep Neural Networks 14 Jun 2020 · 1 repository · arXiv:2006.07989Syntology official (archive's flag): 4 ran · 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) · 2 pointer-only (licence)
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YOLOv4: Optimal Speed and Accuracy of Object Detection 23 Apr 2020 · 223 repositories · arXiv:2004.10934Syntology community repositories only · 142 ran (of which 0 constructed an object rather than computing a result; 133 with no instrument failure: 6 honoured, 0 violated, 127 with no contract checked; 9 where Syntology's instrument failed) · 42 unverified (of 184 harvested samples) · 21 pointer-only (licence)
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FMix: Enhancing Mixed Sample Data Augmentation 27 Feb 2020 · 5 repositories · arXiv:2002.12047Syntology official (archive's flag): 5 ran · 8 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; 7 where Syntology's instrument failed) · 0 unverified (of 8 harvested samples) · 3 pointer-only (licence)
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On Feature Normalization and Data Augmentation 25 Feb 2020 · 1 repository · arXiv:2002.11102Syntology official (archive's flag): 6 ran · 6 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; 3 where Syntology's instrument failed) · 8 unverified (of 14 harvested samples) · 2 pointer-only (licence)
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Semi-supervised semantic segmentation needs strong, varied perturbations 5 Jun 2019 · 5 repositories · arXiv:1906.01916Syntology 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) · 2 unverified (of 3 harvested samples)
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CutMix: Regularization Strategy to Train Strong Classifiers with Localizable Features 13 May 2019 · 30 repositories · arXiv:1905.04899Syntology community repositories only · 17 ran (of which 6 constructed an object rather than computing a result; 11 with no instrument failure: 2 honoured, 0 violated, 9 with no contract checked; 6 where Syntology's instrument failed) · 7 unverified (of 24 harvested samples) · 5 pointer-only (licence)