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denorm

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

denorm appears in the code Syntology harvested for 23 papers, as 14 distinct code bodies found in 24 places (a place is one code body under one paper). At least one of them ran in 9 of the papers; 4 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 denorm 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 4 of the 14 distinct code bodies named denorm; 10 are unverified. One tile per status, in the site's fixed vocabulary, each code body counted once:

1ran · honoured contract
0ran · violated contract
1ran · our draft was wrong
0ran · fixture could not drive it
2ran
10unverified
4fingerprinted

Licence is a property of each copy, so it is counted per place: 2 of the 24 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

23 papers shown of 23, newest first; 24 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; 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
Boosting Black-box Attack to Deep Neural Networks with Conditional Diffusion Models 11 Oct 2023 ryliu68/CDMA/sample_adv_batch.py 4752f3a132bde7b3 ran fingerprinted MIT (permissive)
What can Discriminator do? Towards Box-free Ownership Verification of Generative Adversarial Network 29 Jul 2023 abstractteen/gan_ownership_verification/utils.py 8466931f776cda0a ran fingerprinted MIT (permissive)
Key-Locked Rank One Editing for Text-to-Image Personalization 2 May 2023 ChenDarYen/Key-Locked-Rank-One-Editing-for-Text-to-Image-Personalization/clipseg/evaluation_utils.py 17efe0b1bfd9f343 unverified MIT (permissive)
Which Pixel to Annotate: a Label-Efficient Nuclei Segmentation Framework 20 Dec 2022 lhaof/nuseg/CSinGAN/SinGAN/imresize.py 289ace78904e68a8 ran · our draft was wrong fingerprinted MIT (permissive)
SinDiffusion: Learning a Diffusion Model from a Single Natural Image 22 Nov 2022 weilunwang/sindiffusion/guided_diffusion/imresize.py 289ace78904e68a8 ran · our draft was wrong fingerprinted Apache-2.0 (permissive)
Uncertainty-guided Source-free Domain Adaptation 16 Aug 2022 roysubhankar/uncertainty-sfda/cifar/data_list.py 6e16337c88174e00 unverified MIT (permissive)
Plug & Play Attacks: Towards Robust and Flexible Model Inversion Attacks 28 Jan 2022 ajbrock/BigGAN-PyTorch/TFHub/biggan_v1.py 6e16337c88174e00 unverified MIT (permissive)
Deep Learning-based Non-Intrusive Multi-Objective Speech Assessment Model with Cross-Domain Features 3 Nov 2021 dhimasryan/MOSA-Net-Cross-Domain/MOSA_Net+/MOSA_Net_plus.py 1f689cfa346f0880 unverified MIT (permissive)
Meta Internal Learning 6 Oct 2021 RaphaelBensTAU/MetaInternalLearning/modules/imresize.py 289ace78904e68a8 ran · our draft was wrong fingerprinted MIT (permissive)
Natural Synthetic Anomalies for Self-Supervised Anomaly Detection and Localization 30 Sep 2021 hmsch/natural-synthetic-anomalies/experiments/plotting_utils.py 920324b9e7cc6816 unverified MIT (permissive)
A Fourier-based Framework for Domain Generalization 24 May 2021 MediaBrain-SJTU/FACT/utils/tools.py f2d413920bb77b76 unverified MIT (permissive)
Diffusion Models Beat GANs on Image Synthesis 11 May 2021 sangyun884/fast-ode/guided_diffusion/gaussian_diffusion.py f1c35d187bd5b161 ran · honoured contract fingerprinted no licence file found · pointer only
Weakly Supervised Disentangled Generative Causal Representation Learning 6 Oct 2020 xwshen51/DEAR/utils.py 6e16337c88174e00 unverified Apache-2.0 (permissive)
Memory-augmented Dense Predictive Coding for Video Representation Learning 3 Aug 2020 TengdaHan/MemDPC/utils/utils.py 58313a54c09c8841 unverified Apache-2.0 (permissive)
Improved Techniques for Training Single-Image GANs 25 Mar 2020 tohinz/ConSinGAN/ConSinGAN/functions.py 289ace78904e68a8 ran · our draft was wrong fingerprinted MIT (permissive)
Curriculum Labeling: Revisiting Pseudo-Labeling for Semi-Supervised Learning 16 Jan 2020 uvavision/Curriculum-Labeling/utils/dataloaders.py 289ace78904e68a8 ran · our draft was wrong fingerprinted MIT (permissive)
Few-Shot Unsupervised Image-to-Image Translation 5 May 2019 CV-Reimplementation/FUNIT-Reimplementation/utils.py b755d5dfbc732b7f unverified MIT (permissive)
SinGAN: Learning a Generative Model from a Single Natural Image 2 May 2019 ilyak93/SinGan/SinGAN/functions.py 289ace78904e68a8 ran · our draft was wrong fingerprinted licence not identified · pointer only
Large Scale GAN Training for High Fidelity Natural Image Synthesis 28 Sep 2018 kidist-amde/biggan-pytorch/TFHub/biggan_v1.py 6e16337c88174e00 unverified MIT (permissive)
Self-Attention Generative Adversarial Networks 21 May 2018 voletiv/self-attention-GAN-pytorch/utils.py 6e16337c88174e00 unverified MIT (permissive)
Self-Attention Generative Adversarial Networks 21 May 2018 Atmosphere-art/Self-Attention-GAN/utils.py 9c7967df1b87b856 unverified MIT (permissive)
Deep Back-Projection Networks For Super-Resolution 7 Mar 2018 alterzero/DBPN-Pytorch/utils.py 754eaaec87e45177 unverified MIT (permissive)
arXiv:aaai_25456 SuhZhang/ConvMatch/core/valid.py 6b5ee9fe27e960f1 unverified MIT (permissive)
arXiv:Zhang_DeMatch_Deep_Decomposition_of_Motion_Field_for_Two-View_Correspondence_Learning_CVPR_2024_paper SuhZhang/DeMatch/core/valid.py 6b5ee9fe27e960f1 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