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gauss_kernel

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

gauss_kernel appears in the code Syntology harvested for 15 papers, as 12 distinct code bodies found in 16 places (a place is one code body under one paper). At least one of them ran in 7 of the papers; 2 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 gauss_kernel 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 5 of the 12 distinct code bodies named gauss_kernel; 7 are unverified. One tile per status, in the site's fixed vocabulary, each code body counted once:

1ran · honoured contract
1ran · violated contract
0ran · our draft was wrong
0ran · fixture could not drive it
3ran
7unverified
2fingerprinted

Licence is a property of each copy, so it is counted per place: 4 of the 16 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

15 papers shown of 15, newest first; 16 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 2 papers added by Syntology. 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-based Annealed Boltzmann Generators : benefits, pitfalls and hopes added by Syntology 28 Jan 2026 h2o64/dabg/dabg/metrics/mmd.py dc8452534f652dbb unverified MIT (permissive)
SDMatte: Grafting Diffusion Models for Interactive Matting added by Syntology 2025-08 (from id) vivoCameraResearch/SDMatte/criterion.py b4991ebb886e5289 unverified MIT (permissive)
VFIMamba: Video Frame Interpolation with State Space Models 2 Jul 2024 mcg-nju/vfimamba/model/loss.py 337a38a7be8077eb ran Apache-2.0 (permissive)
MFDNet: Multi-Frequency Deflare Network for Efficient Nighttime Flare Removal 26 Jun 2024 Jiang-maomao/flare-removal/models/model.py 1076d550021d2b1f unverified no licence file found · pointer only
LAVIB: A Large-scale Video Interpolation Benchmark 14 Jun 2024 alexandrosstergiou/lavib/VFI_codebases/EMA-VFI/model/loss.py 337a38a7be8077eb ran no licence file found · pointer only
Enhancing Group Fairness in Online Settings Using Oblique Decision Forests 17 Oct 2023 brcsomnath/Aranyani/src/utils.py 53f142ebde71a9b7 ran MIT (permissive)
Multi-interactive Feature Learning and a Full-time Multi-modality Benchmark for Image Fusion and Segmentation 4 Aug 2023 jinyuanliu-cv/segmif/lap_loss.py 4a150d48b91667f9 ran no licence file found · pointer only
Matte Anything: Interactive Natural Image Matting with Segment Anything Models 7 Jun 2023 hustvl/matte-anything/modeling/criterion/matting_criterion.py b4991ebb886e5289 unverified MIT (permissive)
A Large-scale Film Style Dataset for Learning Multi-frequency Driven Film Enhancement 21 Jan 2023 CXH-Research/FilmNet/models/filmnet.py 650511897d732139 ran · honoured contract fingerprinted MIT (permissive)
Adversarial Texture for Fooling Person Detectors in the Physical World 7 Mar 2022 WhoTHU/Adversarial_Texture/utils.py c3819a0a3c702ec5 unverified MIT (permissive)
Meta Learning on a Sequence of Imbalanced Domains with Difficulty Awareness 29 Sep 2021 joey-wang123/imbalancemeta/utils.py 635fb4926879256e unverified MIT (permissive)
Attentive Normalization for Conditional Image Generation 8 Apr 2020 shepnerd/AttenNorm/inpaint-attnorm/net/ops.py c5bc38ee9334ced5 unverified MIT (permissive)
Comparing distributions: $\ell_1$ geometry improves kernel two-sample testing 19 Sep 2019 meyerscetbon/l1_two_sample_test/l1_two_sample_test.py 5d101457cc360c0d ran · violated contract fingerprinted no licence file found · pointer only
Image Inpainting via Generative Multi-column Convolutional Neural Networks 20 Oct 2018 shepnerd/inpainting_gmcnn/tensorflow/net/ops.py c5bc38ee9334ced5 unverified MIT (permissive)
Image Inpainting via Generative Multi-column Convolutional Neural Networks 20 Oct 2018 shepnerd/inpainting_gmcnn/pytorch/util/utils.py 23913d3031134cec unverified MIT (permissive)
Perceptual Losses for Real-Time Style Transfer and Super-Resolution 27 Mar 2016 ZyoungXu/MoSt-DSA/model/loss.py 337a38a7be8077eb ran Apache-2.0 (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