Methods › Computer Vision › Image Data Augmentation › Random Gaussian Blur › Papers where code ran, page 1
Random Gaussian Blur
Papers archive 2025-07-28
archive papers tagged: 260 · with a code link: 139 · where Syntology ran a sample: 42 (36 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 (42 of 260 tagged: 36 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 42 of the 42 tagged papers where Syntology ran at least one harvested sample (36 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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Do Generated Data Always Help Contrastive Learning? 19 Mar 2024 · 1 repository · arXiv:2403.12448Syntology official (archive's flag): 6 ran · 6 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; 1 where Syntology's instrument failed) · 1 unverified (of 7 harvested samples) · 7 pointer-only (licence)
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Car Damage Detection and Patch-to-Patch Self-supervised Image Alignment 11 Mar 2024 · 1 repository · arXiv:2403.06674Syntology official (archive's flag): 10 ran · 10 ran (of which 0 constructed an object rather than computing a result; 10 with no instrument failure: 0 honoured, 0 violated, 10 with no contract checked; 0 where Syntology's instrument failed) · 3 unverified (of 13 harvested samples) · 13 pointer-only (licence)
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A Probabilistic Model Behind Self-Supervised Learning 2 Feb 2024 · 1 repository · arXiv:2402.01399Syntology official (archive's flag): 9 ran · 9 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; 2 where Syntology's instrument failed) · 1 unverified (of 10 harvested samples) · 10 pointer-only (licence)
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DUET: 2D Structured and Approximately Equivariant Representations 28 Jun 2023 · 1 repository · arXiv:2306.16058Syntology official (archive's flag): 9 ran · 9 ran (of which 5 constructed an object rather than computing a result; 8 with no instrument failure: 1 honoured, 0 violated, 7 with no contract checked; 1 where Syntology's instrument failed) · 6 unverified (of 15 harvested samples) · 15 pointer-only (licence)
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StableRep: Synthetic Images from Text-to-Image Models Make Strong Visual Representation Learners 1 Jun 2023 · 2 repositories · arXiv:2306.00984Syntology 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)
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Augmentation-aware Self-supervised Learning with Conditioned Projector 31 May 2023 · 1 repository · arXiv:2306.06082Syntology official (archive's flag): 4 ran · 4 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; 4 where Syntology's instrument failed) · 5 unverified (of 9 harvested samples) · 9 pointer-only (licence)
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Matrix Information Theory for Self-Supervised Learning 27 May 2023 · 3 repositories · arXiv:2305.17326Syntology official (archive's flag): 3 ran · 5 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; 4 where Syntology's instrument failed) · 0 unverified (of 5 harvested samples) · 5 pointer-only (licence)
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Towards Democratizing Joint-Embedding Self-Supervised Learning 3 Mar 2023 · 1 repository · arXiv:2303.01986Syntology 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, 1 violated, 0 with no contract checked; 2 where Syntology's instrument failed) · 0 unverified (of 3 harvested samples) · 2 pointer-only (licence)
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Joint Embedding Predictive Architectures Focus on Slow Features 20 Nov 2022 · 1 repository · arXiv:2211.10831Syntology official (archive's flag): 14 ran · 14 ran (of which 0 constructed an object rather than computing a result; 11 with no instrument failure: 0 honoured, 1 violated, 10 with no contract checked; 3 where Syntology's instrument failed) · 2 unverified (of 16 harvested samples) · 1 pointer-only (licence)
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A simple, efficient and scalable contrastive masked autoencoder for learning visual representations 30 Oct 2022 · 1 repository · arXiv:2210.16870Syntology 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) · 2 unverified (of 7 harvested samples) · 2 pointer-only (licence)
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Unsupervised visualization of image datasets using contrastive learning 18 Oct 2022 · 1 repository · arXiv:2210.09879Syntology official (archive's flag): 30 ran · 30 ran (of which 14 constructed an object rather than computing a result; 18 with no instrument failure: 0 honoured, 0 violated, 18 with no contract checked; 12 where Syntology's instrument failed) · 4 unverified (of 34 harvested samples) · 34 pointer-only (licence)
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Revisiting the Critical Factors of Augmentation-Invariant Representation Learning 30 Jul 2022 · 1 repository · arXiv:2208.00275Syntology 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)
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SPot-the-Difference Self-Supervised Pre-training for Anomaly Detection and Segmentation 28 Jul 2022 · 1 repository · arXiv:2207.14315Syntology 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) · 0 unverified (of 2 harvested samples)
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From t-SNE to UMAP with contrastive learning 3 Jun 2022 · 3 repositories · arXiv:2206.01816Syntology official (archive's flag): 6 ran · 6 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; 0 where Syntology's instrument failed) · 1 unverified (of 7 harvested samples)
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Dual Temperature Helps Contrastive Learning Without Many Negative Samples: Towards Understanding and Simplifying MoCo 30 Mar 2022 · 2 repositories · arXiv:2203.17248Syntology community repositories only · 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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DATA: Domain-Aware and Task-Aware Self-supervised Learning 17 Mar 2022 · 1 repository · arXiv:2203.09041Syntology 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) · 1 unverified (of 2 harvested samples)
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Indiscriminate Poisoning Attacks on Unsupervised Contrastive Learning 22 Feb 2022 · 1 repository · arXiv:2202.11202Syntology official (archive's flag): 13 ran · 13 ran (of which 5 constructed an object rather than computing a result; 9 with no instrument failure: 0 honoured, 0 violated, 9 with no contract checked; 4 where Syntology's instrument failed) · 5 unverified (of 18 harvested samples)
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A Self-Supervised Descriptor for Image Copy Detection 21 Feb 2022 · 2 repositories · arXiv:2202.10261Syntology 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) · 9 pointer-only (licence)
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Energy-Based Contrastive Learning of Visual Representations 10 Feb 2022 · 1 repository · arXiv:2202.04933Syntology official (archive's flag): 12 ran · 12 ran (of which 2 constructed an object rather than computing a result; 5 with no instrument failure: 1 honoured, 0 violated, 4 with no contract checked; 7 where Syntology's instrument failed) · 2 unverified (of 14 harvested samples) · 14 pointer-only (licence)
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OFA: Unifying Architectures, Tasks, and Modalities Through a Simple Sequence-to-Sequence Learning Framework 7 Feb 2022 · 4 repositories · arXiv:2202.03052Syntology 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)
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Crafting Better Contrastive Views for Siamese Representation Learning 7 Feb 2022 · 1 repository · arXiv:2202.03278Syntology 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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A Comprehensive Study of Image Classification Model Sensitivity to Foregrounds, Backgrounds, and Visual Attributes 26 Jan 2022 · 1 repository · arXiv:2201.10766Syntology 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) · 1 unverified (of 2 harvested samples) · 2 pointer-only (licence)
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Unsupervised Representation Learning via Neural Activation Coding 7 Dec 2021 · 1 repository · arXiv:2112.04014Syntology 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) · 1 pointer-only (licence)
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DABS: A Domain-Agnostic Benchmark for Self-Supervised Learning 23 Nov 2021 · 1 repository · arXiv:2111.12062Syntology official (archive's flag): 2 ran · 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) · 0 unverified (of 2 harvested samples)
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Equivariant Contrastive Learning 28 Oct 2021 · 2 repositories · arXiv:2111.00899Syntology official (archive's flag): 8 ran · 8 ran (of which 8 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) · 0 unverified; every one of the 8 samples that ran constructed an object rather than computing a result (of 8 harvested samples)
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Understanding Dimensional Collapse in Contrastive Self-supervised Learning 18 Oct 2021 · 1 repository · arXiv:2110.09348Syntology official (archive's flag): 4 ran · 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) · 0 unverified (of 5 harvested samples) · 5 pointer-only (licence)
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Decoupled Contrastive Learning 13 Oct 2021 · 4 repositories · arXiv:2110.06848Syntology 6 ran (of which 0 constructed an object rather than computing a result; 6 with no instrument failure: 1 honoured, 2 violated, 3 with no contract checked; 0 where Syntology's instrument failed) · 0 unverified (of 6 harvested samples) · 3 pointer-only (licence)
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Compressive Visual Representations 27 Sep 2021 · 1 repository · arXiv:2109.12909Syntology 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) · 5 unverified (of 12 harvested samples)
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Understanding Latent Correlation-Based Multiview Learning and Self-Supervision: An Identifiability Perspective 14 Jun 2021 · 1 repository · arXiv:2106.07115Syntology 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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Benchmarking Representation Learning for Natural World Image Collections 30 Mar 2021 · 1 repository · arXiv:2103.16483Syntology 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) · 5 unverified (of 12 harvested samples)
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SEED: Self-supervised Distillation For Visual Representation 12 Jan 2021 · 1 repository · arXiv:2101.04731Syntology 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) · 1 pointer-only (licence)
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Speech SIMCLR: Combining Contrastive and Reconstruction Objective for Self-supervised Speech Representation Learning 27 Oct 2020 · 1 repository · arXiv:2010.13991Syntology 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) · 1 unverified (of 5 harvested samples)
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Neural Audio Fingerprint for High-specific Audio Retrieval based on Contrastive Learning 22 Oct 2020 · 3 repositories · arXiv:2010.11910Syntology 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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Viewmaker Networks: Learning Views for Unsupervised Representation Learning 14 Oct 2020 · 1 repository · arXiv:2010.07432Syntology official (archive's flag): 2 ran · 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) · 2 unverified (of 4 harvested samples)
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Understanding Self-supervised Learning with Dual Deep Networks 1 Oct 2020 · 2 repositories · arXiv:2010.00578Syntology 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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A Framework For Contrastive Self-Supervised Learning And Designing A New Approach 31 Aug 2020 · 2 repositories · arXiv:2009.00104Syntology 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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Unsupervised Feature Learning by Cross-Level Instance-Group Discrimination 9 Aug 2020 · 2 repositories · arXiv:2008.03813Syntology official (archive's flag): 6 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) · 2 unverified (of 8 harvested samples) · 1 pointer-only (licence)
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CLOCS: Contrastive Learning of Cardiac Signals Across Space, Time, and Patients 27 May 2020 · 2 repositories · arXiv:2005.13249Syntology official (archive's flag): 1 ran · 2 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; 1 where Syntology's instrument failed) · 0 unverified (of 2 harvested samples) · 2 pointer-only (licence)
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Un-Mix: Rethinking Image Mixtures for Unsupervised Visual Representation Learning 11 Mar 2020 · 3 repositories · arXiv:2003.05438Syntology 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) · 4 pointer-only (licence)
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Improved Baselines with Momentum Contrastive Learning 9 Mar 2020 · 36 repositories · arXiv:2003.04297Syntology official: no sample here; runs from other or unrecorded repositories · 28 ran (of which 0 constructed an object rather than computing a result; 21 with no instrument failure: 0 honoured, 1 violated, 20 with no contract checked; 7 where Syntology's instrument failed) · 15 unverified (of 43 harvested samples) · 15 pointer-only (licence)
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A Simple Framework for Contrastive Learning of Visual Representations 13 Feb 2020 · 96 repositories · arXiv:2002.05709Syntology official (archive's flag): 2 ran · 115 ran (of which 33 constructed an object rather than computing a result; 90 with no instrument failure: 1 honoured, 1 violated, 88 with no contract checked; 25 where Syntology's instrument failed) · 22 unverified (of 137 harvested samples) · 52 pointer-only (licence)
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Pyramid Scene Parsing Network 4 Dec 2016 · 67 repositories · arXiv:1612.01105Syntology community repositories only · 21 ran (of which 0 constructed an object rather than computing a result; 14 with no instrument failure: 0 honoured, 0 violated, 14 with no contract checked; 7 where Syntology's instrument failed) · 8 unverified (of 29 harvested samples) · 5 pointer-only (licence)