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Papers archive 2025-07-28
archive papers tagged: 123 · with a code link: 63 · where Syntology ran a sample: 24 (20 with a run with no instrument failure, 4 where every run was a failure of Syntology's instrument) Syntology
Show: all tagged papersonly where code ran (24 of 123 tagged: 20 with a run with no instrument failure, 4 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 24 of the 24 tagged papers where Syntology ran at least one harvested sample (20 with a run with no instrument failure, 4 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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Implicit Contrastive Representation Learning with Guided Stop-gradient 12 Mar 2025 · 1 repository · arXiv:2503.09058Syntology 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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Masked Modeling Duo: Towards a Universal Audio Pre-training Framework 9 Apr 2024 · 2 repositories · arXiv:2404.06095Syntology 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) · 0 unverified (of 7 harvested samples) · 7 pointer-only (licence)
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The Role of Entropy and Reconstruction in Multi-View Self-Supervised Learning 20 Jul 2023 · 1 repository · arXiv:2307.10907Syntology 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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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 a Unified Theoretical Understanding of Non-contrastive Learning via Rank Differential Mechanism 4 Mar 2023 · 1 repository · arXiv:2303.02387Syntology 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)
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Understanding Collapse in Non-Contrastive Siamese Representation Learning 29 Sep 2022 · 1 repository · arXiv:2209.15007Syntology 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, 0 violated, 1 with no contract checked; 1 where Syntology's instrument failed) · 0 unverified (of 2 harvested samples)
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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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Extreme Masking for Learning Instance and Distributed Visual Representations 9 Jun 2022 · 1 repository · arXiv:2206.04667Syntology 2 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; 1 where Syntology's instrument failed) · 1 unverified (of 3 harvested samples) · 2 pointer-only (licence)
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BYOL for Audio: Exploring Pre-trained General-purpose Audio Representations 15 Apr 2022 · 2 repositories · arXiv:2204.07402Syntology 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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Learning Where to Learn in Cross-View Self-Supervised Learning 28 Mar 2022 · 1 repository · arXiv:2203.14898Syntology official (archive's flag): 2 ran · 2 ran (of which 2 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; every one of the 2 samples that ran constructed an object rather than computing a result (of 4 harvested samples) · 4 pointer-only (licence)
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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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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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Constrained Mean Shift Using Distant Yet Related Neighbors for Representation Learning 8 Dec 2021 · 1 repository · arXiv:2112.04607Syntology 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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Self-Distilled Self-Supervised Representation Learning 25 Nov 2021 · 1 repository · arXiv:2111.12958Syntology official (archive's flag): 8 ran · 8 ran (of which 0 constructed an object rather than computing a result; 6 with no instrument failure: 1 honoured, 1 violated, 4 with no contract checked; 2 where Syntology's instrument failed) · 3 unverified (of 11 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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Self-Supervised Learning with Kernel Dependence Maximization 15 Jun 2021 · 1 repository · arXiv:2106.08320Syntology 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) · 1 unverified (of 4 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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Backdoor Attacks on Self-Supervised Learning 21 May 2021 · 2 repositories · arXiv:2105.10123Syntology official (archive's flag): 9 ran · 11 ran (of which 0 constructed an object rather than computing a result; 5 with no instrument failure: 1 honoured, 0 violated, 4 with no contract checked; 6 where Syntology's instrument failed) · 2 unverified (of 13 harvested samples) · 8 pointer-only (licence)
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Mean Shift for Self-Supervised Learning 15 May 2021 · 1 repository · arXiv:2105.07269Syntology 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)
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Semi-Supervised Learning of Visual Features by Non-Parametrically Predicting View Assignments with Support Samples 28 Apr 2021 · 4 repositories · arXiv:2104.13963Syntology official (archive's flag): 2 ran · 19 ran (of which 4 constructed an object rather than computing a result; 16 with no instrument failure: 0 honoured, 0 violated, 16 with no contract checked; 3 where Syntology's instrument failed) · 2 unverified (of 21 harvested samples) · 3 pointer-only (licence)
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BYOL for Audio: Self-Supervised Learning for General-Purpose Audio Representation 11 Mar 2021 · 3 repositories · arXiv:2103.06695Syntology official (archive's flag): 1 ran · 4 ran (of which 0 constructed an object rather than computing a result; 3 with no instrument failure: 2 honoured, 1 violated, 0 with no contract checked; 1 where Syntology's instrument failed) · 0 unverified (of 4 harvested samples) · 4 pointer-only (licence)
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Large-Scale Representation Learning on Graphs via Bootstrapping 12 Feb 2021 · 4 repositories · arXiv:2102.06514Syntology community repositories only · 5 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; 1 where Syntology's instrument failed) · 3 unverified (of 8 harvested samples) · 7 pointer-only (licence)
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Understanding self-supervised Learning Dynamics without Contrastive Pairs 12 Feb 2021 · 5 repositories · arXiv:2102.06810Syntology official (archive's flag): 2 ran · 5 ran (of which 1 constructed an object rather than computing a result; 5 with no instrument failure: 1 honoured, 3 violated, 1 with no contract checked; 0 where Syntology's instrument failed) · 4 unverified (of 9 harvested samples) · 8 pointer-only (licence)
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How Well Do Self-Supervised Models Transfer? 26 Nov 2020 · 1 repository · arXiv:2011.13377Syntology official (archive's flag): 4 ran · 4 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; 3 where Syntology's instrument failed) · 1 unverified (of 5 harvested samples)