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noise

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

noise appears in the code Syntology harvested for 17 papers, as 17 distinct code bodies found in 20 places (a place is one code body under one paper). At least one of them ran in 14 of the papers; 6 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 noise 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 13 of the 17 distinct code bodies named noise; 4 are unverified. One tile per status, in the site's fixed vocabulary, each code body counted once:

3ran · honoured contract
0ran · violated contract
2ran · our draft was wrong
3ran · fixture could not drive it
5ran
4unverified
6fingerprinted

Licence is a property of each copy, so it is counted per place: 9 of the 20 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

17 papers shown of 17, newest first; 20 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. 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
Critical Iterative Denoising: A Discrete Generative Model Applied to Graphs 27 Mar 2025 yoboget/sid/sample.py 4db8d1e7069f11a5 ran · our draft was wrong no licence file found · pointer only
An Information Criterion for Controlled Disentanglement of Multimodal Data 31 Oct 2024 uhlerlab/disentangledssl/synthetic_task/algorithms.py d36953754afe8bd1 ran · fixture could not drive it no licence file found · pointer only
LLM4CP: Adapting Large Language Models for Channel Prediction 20 Jun 2024 liuboxun/LLM4CP/data.py 042402a6ccad0f67 ran no licence file found · pointer only
Compact Proofs of Model Performance via Mechanistic Interpretability 17 Jun 2024 JasonGross/guarantees-based-mechanistic-interpretability/gbmi/exp_indhead/realmodeltest.py 42b722deb4782413 ran fingerprinted MIT (permissive)
Leveraging Representations from Intermediate Encoder-blocks for Synthetic Image Detection 29 Feb 2024 mever-team/rine/src/perturbation.py 98ee32fa8f79db2a ran fingerprinted Apache-2.0 (permissive)
Entropy-MCMC: Sampling from Flat Basins with Ease 9 Oct 2023 lblaoke/emcmc/exp/mnist_logistic_reg_emcmc.py 2e669216626c55b3 ran no licence file found · pointer only
Entropy-MCMC: Sampling from Flat Basins with Ease 9 Oct 2023 lblaoke/emcmc/exp/imagenet_sgld.py 20f28b2642d8ffa2 ran no licence file found · pointer only
Factorized Contrastive Learning: Going Beyond Multi-view Redundancy 8 Jun 2023 pliang279/FactorCL/IRFL_model.py 3ba768516088431d unverified MIT (permissive)
Hierarchical Autoregressive Modeling for Neural Video Compression 19 Oct 2020 buggyyang/hier-video-compression/models.py 5499218583ec12e3 ran · our draft was wrong fingerprinted no licence file found · pointer only
Leveraging Frequency Analysis for Deep Fake Image Recognition 19 Mar 2020 RUB-SysSec/GANDCTAnalysis/create_perturbed_imagedata.py 98ee32fa8f79db2a ran fingerprinted MIT (permissive)
Analyzing and Improving the Image Quality of StyleGAN 3 Dec 2019 manicman1999/StyleGAN2-Tensorflow-2.0/stylegan_two.py 8af2f60798b76e8c ran · honoured contract fingerprinted MIT (permissive)
Semantic Image Synthesis with Spatially-Adaptive Normalization 18 Mar 2019 manicman1999/StyleGAN-Keras/stylegan.py 62432992de807ab4 ran · honoured contract fingerprinted MIT (permissive)
MSG-GAN: Multi-Scale Gradients for Generative Adversarial Networks 14 Mar 2019 manicman1999/StyleGAN-Tensorflow-2.0/stylegan.py 8af2f60798b76e8c ran · honoured contract fingerprinted MIT (permissive)
A Style-Based Generator Architecture for Generative Adversarial Networks 12 Dec 2018 identical code first harvested elsewhere 8af2f60798b76e8c ran · honoured contract fingerprinted licence of this copy not recorded
A Style-Based Generator Architecture for Generative Adversarial Networks 12 Dec 2018 mkulaczkowski/mixedstylegan/mixed-stylegan.py aae23321c69d4e23 ran · honoured contract fingerprinted MIT (permissive)
Stochastic Adversarial Video Prediction 4 Apr 2018 Bonennult/video_prediction/video_prediction/models/mocogan_model.py 02fded9160d71360 unverified MIT (permissive)
Multi-style Generative Network for Real-time Transfer 20 Mar 2017 habout632/gans/experiments/image_generation/gans/cgan.py 2193a8e5441cfb68 unverified MIT (permissive)
Multi-style Generative Network for Real-time Transfer 20 Mar 2017 habout632/gans/experiments/image_generation/gans/dcgan.py efb95cb76ecae277 unverified MIT (permissive)
Wasserstein GAN 26 Jan 2017 safwankdb/Wasserstein-GAN/wgan.py 9dd51c421620b70a ran · fixture could not drive it no licence file found · pointer only
Generative Adversarial Networks 10 Jun 2014 safwankdb/Vanilla-GAN/vanilla_gan.py 80deccecb808a61e ran · fixture could not drive it no licence file found · pointer only

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