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gkern

Syntologyentry name in harvested coderead from the graph 2026-09-24

gkern appears in the code Syntology harvested for 20 papers, as 16 distinct code bodies found in 21 places (a place is one code body under one paper). At least one of them ran in 14 of the papers; 5 of the code bodies carry a behaviour fingerprint.

What this page is not. Routines are grouped here by the exact string of their function or class name. Nothing asserts that two samples named gkern do the same thing, share code, or are comparable; the name is a string, not an identity. Behaviour outputs (what a fingerprinted sample returned on the shared battery) are not in this export and are not shown here; the graph at syntology.ai holds them. "Ran" means executed on a synthesized fixture, not that the code is correct or reproduces a paper.

Samples Syntology

Syntology ran 9 of the 16 distinct code bodies named gkern; 7 are unverified. One tile per status, in the site's fixed vocabulary, each code body counted once:

4ran · honoured contract
0ran · violated contract
2ran · our draft was wrong
0ran · fixture could not drive it
3ran
7unverified
5fingerprinted

Licence is a property of each copy, so it is counted per place: 13 of the 21 places are pointer only (Syntology does not serve that copy's text). This site shows no code text for any sample; every row below links to the file in its repository where the record names one.

“Ran” means the sample executed on a synthesized input; it does not mean the output is correct. “Honoured” and “violated” refer to a contract Syntology drafted from the code itself; “our draft was wrong” and “fixture could not drive it” are failures of Syntology's instrument, not of the code, and those samples did run. The ran count above is every status except unverified, the same rule as each paper page.

Papers

20 papers shown of 20, newest first; 21 places in the table. A paper with no recorded date is placed by the month its arXiv id encodes, shown in the Date column as YYYY-MM (from id). One row per place: a paper whose repository defines the name more than once appears more than once, and the same code body held for several papers appears once under each, with the same status. Titles and dates are the archive's archive 2025-07-28 for papers in the archive, and the graph's for 1 papers added by Syntology; 2 papers have no page here and are shown by arXiv id only. Status and fingerprint are Syntology's record of each code body; licence is recorded for each place. The File cell ends with the code body's code_sha256, Syntology's identity for that exact code: an agent fetches the stored sample with Syntology's MCP tool get_code(code_sha256="…") (how to connect); click an identity to copy that call.

PaperDateFileStatus SyntologyLicence
Diffusion Integrated Gradients: Controllable Path Generation for Flexible Feature Attribution added by Syntology 2026-06 (from id) pd90506/AGI/evaluation.py b7a32e02c2ef90d7 unverified no licence file found · pointer only
Likelihood Training of Cascaded Diffusion Models via Hierarchical Volume-preserving Maps 13 Jan 2025 lihenryhfl/pcdm/cascade_utils.py bd8f0acf7a427cee unverified Apache-2.0 (permissive)
Revisiting the Adversarial Robustness of Vision Language Models: a Multimodal Perspective 30 Apr 2024 ellezwq/mmcoa/attack/imageAttack.py 5e1f60c820f3f710 ran · honoured contract fingerprinted MIT (permissive)
Explaining generative diffusion models via visual analysis for interpretable decision-making process 16 Feb 2024 ian-jihoonpark/X-Diffusion/utils.py b4550bba38cdca07 ran no licence file found · pointer only
On the Diversity and Realism of Distilled Dataset: An Efficient Dataset Distillation Paradigm 6 Dec 2023 shaoshitong/EDC/Branch_ImageNet_10/recover/recover.py c0e0d0685f8dc4c7 ran · our draft was wrong no licence file found · pointer only
Generalized Large-Scale Data Condensation via Various Backbone and Statistical Matching 29 Nov 2023 identical code first harvested elsewhere c0e0d0685f8dc4c7 ran · our draft was wrong licence of this copy not recorded
PubDef: Defending Against Transfer Attacks From Public Models 26 Oct 2023 ZhengyuZhao/TransferAttackEval/attacks/input_augmentation_attacks.py c7faa7d1457e3557 ran fingerprinted no licence file found · pointer only
Improving the Transferability of Adversarial Examples with Arbitrary Style Transfer 21 Aug 2023 zhijin-ge/stm/attack_methods.py 00e00d6e3d7ea75c ran fingerprinted no licence file found · pointer only
Ultra-high-resolution unpaired stain transformation via Kernelized Instance Normalization 23 Aug 2022 Kaminyou/URUST/models/kin.py b120069a6b6e5d17 unverified MIT (permissive)
Personalizing Federated Medical Image Segmentation via Local Calibration 11 Jul 2022 identical code first harvested elsewhere d6d03dafd950d6c4 ran · honoured contract fingerprinted licence of this copy not recorded
Promoting Saliency From Depth: Deep Unsupervised RGB-D Saliency Detection 15 May 2022 jiwei0921/dsu/DSU_Code/model/HolisticAttention.py d6d03dafd950d6c4 ran · honoured contract fingerprinted MIT (permissive)
Fast Gradient Non-sign Methods 25 Oct 2021 yaya-cheng/fgnm/attack_method.py 281f3063467bd521 unverified Apache-2.0 (permissive)
Energy-Based Generative Cooperative Saliency Prediction 25 Jun 2021 JingZhang617/SalCoopNets/model/HolisticAttention.py d6d03dafd950d6c4 ran · honoured contract fingerprinted no licence file found · pointer only
Stabilized Medical Image Attacks 9 Mar 2021 imogenqi/SMA/SMIA.py 24353c99968baaf4 ran · honoured contract no licence file found · pointer only
Stabilized Medical Image Attacks 9 Mar 2021 imogenqi/sma/SMIA.py b7233916481c313a unverified no licence file found · pointer only
PaDiM: a Patch Distribution Modeling Framework for Anomaly Detection and Localization 17 Nov 2020 FlappyPeggy/Registration-based-PaDiM/regpadim/e2eutils.py 216ef2c2ea151173 ran · our draft was wrong fingerprinted no licence file found · pointer only
Learning Black-Box Attackers with Transferable Priors and Query Feedback 21 Oct 2020 TrustworthyDL/LeBA/LeBA10.py 5bccfafd65101cc6 unverified Apache-2.0 (permissive)
Adversarial Privacy-preserving Filter 25 Jul 2020 adversarial-for-goodness/APF/Attack.py 5e1f60c820f3f710 ran · honoured contract fingerprinted GPL-3.0 (copyleft) · pointer only
Making Adversarial Examples More Transferable and Indistinguishable 8 Jul 2020 278287847/AI-FGTM/attack_iter_TI_DI_AITM.py fd6cfdd82f95ebff ran · honoured contract no licence file found · pointer only
arXiv:Ji_Calibrated_RGB-D_Salient_Object_Detection_CVPR_2021_paper jiwei0921/DCF/DCF_code/model/HolisticAttention.py d6d03dafd950d6c4 ran · honoured contract fingerprinted MIT (permissive)
arXiv:05117 MaticFuc/ECCV_TransFusion/utils/MathUtils.py 0fb56aef6a483f6b unverified MIT (permissive)

This site shows no code text; each File cell links to the file on GitHub at the repository's current default branch, which may have changed since the harvest. "Pointer only" means Syntology does not serve that copy's text, for one of four reasons: no licence file was found; the licence was not identified; the licence is recorded as permissive but that copy's record is not marked cleared; or the licence is outside the permissive list Syntology serves text under (MIT, Apache-2.0, BSD and similar). Some licences outside that list permit redistribution, such as WTFPL, and GPL-3.0 under its conditions; they are simply not on the list. Hover a licence cell for the reason. Per-sample records for a paper are on its paper page under "Code Syntology ran".

Report a problem or propose a change · a person checks every report against the paper or source before anything changes; decisions are listed on /corrections