Methods › General › Loss Functions › FLIP › Papers where code ran, page 1
FLIP
Papers archive 2025-07-28
archive papers tagged: 237 · with a code link: 82 · where Syntology ran a sample: 23 (20 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 (23 of 237 tagged: 20 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 23 of the 23 tagged papers where Syntology ran at least one harvested sample (20 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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The Ideation-Execution Gap: Execution Outcomes of LLM-Generated versus Human Research Ideas 25 Jun 2025 · 1 repository · arXiv:2506.20803Syntology 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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Busting the Paper Ballot: Voting Meets Adversarial Machine Learning 17 Jun 2025 · 1 repository · arXiv:2506.14582Syntology 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) · 0 unverified (of 4 harvested samples)
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DiffStega: Towards Universal Training-Free Coverless Image Steganography with Diffusion Models 15 Jul 2024 · 1 repository · arXiv:2407.10459Syntology official (archive's flag): 3 ran · 3 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; 1 where Syntology's instrument failed) · 0 unverified (of 3 harvested samples) · 3 pointer-only (licence)
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Connecting the Dots: LLMs can Infer and Verbalize Latent Structure from Disparate Training Data 20 Jun 2024 · 1 repository · arXiv:2406.14546Syntology 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) · 4 unverified (of 9 harvested samples)
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Efficient Vision-Language Pre-training by Cluster Masking 14 May 2024 · 1 repository · arXiv:2405.08815Syntology official (archive's flag): 11 ran · 11 ran (of which 0 constructed an object rather than computing a result; 11 with no instrument failure: 0 honoured, 3 violated, 8 with no contract checked; 0 where Syntology's instrument failed) · 6 unverified (of 17 harvested samples) · 17 pointer-only (licence)
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LLMs for Generating and Evaluating Counterfactuals: A Comprehensive Study 26 Apr 2024 · 1 repository · arXiv:2405.00722Syntology 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) · 4 unverified (of 11 harvested samples) · 11 pointer-only (licence)
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Escape Sky-high Cost: Early-stopping Self-Consistency for Multi-step Reasoning 19 Jan 2024 · 1 repository · arXiv:2401.10480Syntology 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) · 1 unverified (of 8 harvested samples) · 8 pointer-only (licence)
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People Make Better Edits: Measuring the Efficacy of LLM-Generated Counterfactually Augmented Data for Harmful Language Detection 2 Nov 2023 · 1 repository · arXiv:2311.01270Syntology 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) · 2 pointer-only (licence)
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Label Poisoning is All You Need 29 Oct 2023 · 1 repository · arXiv:2310.18933Syntology 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) · 4 unverified (of 10 harvested samples) · 1 pointer-only (licence)
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One-bit Flip is All You Need: When Bit-flip Attack Meets Model Training 12 Aug 2023 · 1 repository · arXiv:2308.07934Syntology 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) · 14 unverified (of 19 harvested samples)
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Circumventing Concept Erasure Methods For Text-to-Image Generative Models 3 Aug 2023 · 1 repository · arXiv:2308.01508Syntology 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) · 2 pointer-only (licence)
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How Many and Which Training Points Would Need to be Removed to Flip this Prediction? 4 Feb 2023 · 1 repository · arXiv:2302.02169Syntology 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) · 2 unverified (of 6 harvested samples) · 6 pointer-only (licence)
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ClarifyDelphi: Reinforced Clarification Questions with Defeasibility Rewards for Social and Moral Situations 20 Dec 2022 · 2 repositories · arXiv:2212.10409Syntology official (archive's flag): 5 ran · 5 ran (of which 0 constructed an object rather than computing a result; 3 with no instrument failure: 1 honoured, 0 violated, 2 with no contract checked; 2 where Syntology's instrument failed) · 2 unverified (of 7 harvested samples) · 1 pointer-only (licence)
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Scaling Language-Image Pre-training via Masking 1 Dec 2022 · 6 repositories · arXiv:2212.00794Syntology community repositories only · 12 ran (of which 0 constructed an object rather than computing a result; 9 with no instrument failure: 2 honoured, 5 violated, 2 with no contract checked; 3 where Syntology's instrument failed) · 2 unverified (of 14 harvested samples) · 4 pointer-only (licence)
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Characterizing Datapoints via Second-Split Forgetting 26 Oct 2022 · 1 repository · arXiv:2210.15031Syntology official (archive's flag): 2 ran · 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) · 2 unverified (of 4 harvested samples) · 4 pointer-only (licence)
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Scaling Adversarial Training to Large Perturbation Bounds 18 Oct 2022 · 1 repository · arXiv:2210.09852Syntology 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) · 1 unverified (of 8 harvested samples) · 4 pointer-only (licence)
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Oversquashing in GNNs through the lens of information contraction and graph expansion 6 Aug 2022 · 1 repository · arXiv:2208.03471Syntology official (archive's flag): 3 ran · 3 ran (of which 0 constructed an object rather than computing a result; 3 with no instrument failure: 3 honoured, 0 violated, 0 with no contract checked; 0 where Syntology's instrument failed) · 0 unverified (of 3 harvested samples) · 3 pointer-only (licence)
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Don't Explain Noise: Robust Counterfactuals for Randomized Ensembles 27 May 2022 · 1 repository · arXiv:2205.14116Syntology 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)
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Rethinking Efficient Lane Detection via Curve Modeling 4 Mar 2022 · 2 repositories · arXiv:2203.02431Syntology official (archive's flag): 12 ran · 12 ran (of which 0 constructed an object rather than computing a result; 12 with no instrument failure: 0 honoured, 0 violated, 12 with no contract checked; 0 where Syntology's instrument failed) · 0 unverified (of 12 harvested samples)
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An Investigation of the (In)effectiveness of Counterfactually Augmented Data 1 Jul 2021 · 1 repository · arXiv:2107.00753Syntology 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) · 0 unverified (of 2 harvested samples)
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A Bop and Beyond: A Second Order Optimizer for Binarized Neural Networks 11 Apr 2021 · 1 repository · arXiv:2104.05124Syntology 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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On Using Classification Datasets to Evaluate Graph-Level Outlier Detection: Peculiar Observations and New Insights 23 Dec 2020 · 1 repository · arXiv:2012.12931Syntology 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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Finding Friends and Flipping Frenemies: Automatic Paraphrase Dataset Augmentation Using Graph Theory 3 Nov 2020 · 1 repository · arXiv:2011.01856Syntology 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)