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define_G

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

define_G appears in the code Syntology harvested for 29 papers, as 30 distinct code bodies found in 30 places (a place is one code body under one paper). At least one of them ran in 0 of the papers; 0 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 define_G 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 0 of the 30 distinct code bodies named define_G; 30 are unverified. One tile per status, in the site's fixed vocabulary, each code body counted once:

0ran · honoured contract
0ran · violated contract
0ran · our draft was wrong
0ran · fixture could not drive it
0ran
30unverified
0fingerprinted

Licence is a property of each copy, so it is counted per place: 8 of the 30 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

29 papers shown of 29, newest first; 30 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; 3 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
Universal Robust Speech Adaptation for Cross-Domain Speech Recognition and Enhancement added by Syntology 2026-02 (from id) JethroWangSir/URSA-GAN/UNA-GAN/models/networks.py 8b19a86a9071b425 unverified no licence file found · pointer only
StyleCineGAN: Landscape Cinemagraph Generation using a Pre-trained StyleGAN 21 Mar 2024 jeolpyeoni/StyleCineGAN/models/img2flow/networks.py b8f55e86b62abc10 unverified MIT (permissive)
Learning A Physical-aware Diffusion Model Based on Transformer for Underwater Image Enhancement 3 Mar 2024 chenydong/pa-diff/model/networks.py 25a6a47b93887187 unverified Apache-2.0 (permissive)
Text Image Inpainting via Global Structure-Guided Diffusion Models 26 Jan 2024 blackprotoss/GSDM/model/model.py 92dfbdb3fa59745e unverified MIT (permissive)
DREAM: Diffusion Rectification and Estimation-Adaptive Models 30 Nov 2023 jinxinzhou/dream/sr3/model/networks.py 3c6e0128da8faae5 unverified no licence file found · pointer only
Generalized Lightness Adaptation with Channel Selective Normalization 26 Aug 2023 mdyao/CSNorm/models/CSNorm_model.py 8a9cf80181d95bfa unverified MIT (permissive)
Mutual-Guided Dynamic Network for Image Fusion 24 Aug 2023 guanys-dar/mgdn/models/select_network.py ea69fdcafe3acac4 unverified no licence file found · pointer only
Waving Goodbye to Low-Res: A Diffusion-Wavelet Approach for Image Super-Resolution 4 Apr 2023 brian-moser/diwa/model/networks.py a75ea97f82c116f9 unverified Apache-2.0 (permissive)
The Audio-Visual BatVision Dataset for Research on Sight and Sound 2023-03 (from id) amandinebtto/batvision-dataset/UNetSoundOnly/models/unetbaseline_model.py 28808eb09e19ceb1 unverified CC-BY-SA-4.0 (copyleft) · pointer only
DDM$^2$: Self-Supervised Diffusion MRI Denoising with Generative Diffusion Models 6 Feb 2023 stanfordmimi/ddm2/model/model.py d7f82af59db01437 unverified no licence file found · pointer only
Local Relighting of Real Scenes 6 Jul 2022 audreycui/relight/models/networks.py e1763bb6022b8fc0 unverified MIT (permissive)
DDPM-CD: Denoising Diffusion Probabilistic Models as Feature Extractors for Change Detection 23 Jun 2022 wgcban/ddpm-cd/model/networks.py 49314e81665c06fc unverified MIT (permissive)
Unsupervised Multi-Modal Medical Image Registration via Discriminator-Free Image-to-Image Translation 28 Apr 2022 heyblackC/DFMIR/models/networks.py 18d7842e0778878b unverified no licence file found · pointer only
Graph2Pix: A Graph-Based Image to Image Translation Framework 22 Aug 2021 catlab-team/graph2pix/models/networks.py 29de80c9fa169dd4 unverified MIT (permissive)
Rewriting a Deep Generative Model 30 Jul 2020 PeterWang512/GANSketching/training/networks/misc.py 82adc25dc5feb7de unverified MIT (permissive)
Head2Head: Video-based Neural Head Synthesis 22 May 2020 michaildoukas/head2head/models/networks.py 48b827b4222dbf75 unverified MIT (permissive)
Towards Photo-Realistic Virtual Try-On by Adaptively Generating$\leftrightarrow$Preserving Image Content 12 Mar 2020 minar09/acgpn/models/networks.py f8d3c7341170fcf8 unverified no licence file found · pointer only
Im2Pencil: Controllable Pencil Illustration from Photographs 20 Mar 2019 yijunmaverick/im2pencil/models/networks.py f592b552efc7e11d unverified MIT (permissive)
Night-to-Day Image Translation for Retrieval-based Localization 26 Sep 2018 AAnoosheh/ToDayGAN/models/networks.py b36e61df3f4855b8 unverified BSD-2-Clause (permissive)
Non-Stationary Texture Synthesis by Adversarial Expansion 11 May 2018 jessemelpolio/non-stationary_texture_syn/models/networks.py 0d9d78e5d04e1d09 unverified MIT (permissive)
Learning to See the Invisible: End-to-End Trainable Amodal Instance Segmentation 24 Apr 2018 apchenstu/SLN-Amodal/modal/networks.py 94563bcd3d0f155c unverified MIT (permissive)
Attention U-Net: Learning Where to Look for the Pancreas 11 Apr 2018 ozan-oktay/Attention-Gated-Networks/models/networks_other.py 22e8e0199d36ed28 unverified MIT (permissive)
Unpaired Image-to-Image Translation using Cycle-Consistent Adversarial Networks 30 Mar 2017 ranery/Bayesian-CycleGAN/models/networks.py d3aad42a142a67c5 unverified MIT (permissive)
Image-to-Image Translation with Conditional Adversarial Networks 21 Nov 2016 telecombcn-dl/2018-dlcv-team2/network_transfer.py e240d792096024af unverified MIT (permissive)
Image-to-Image Translation with Conditional Adversarial Networks 21 Nov 2016 telecombcn-dl/2018-dlcv-team2/networks.py 86ad2315eafb1186 unverified MIT (permissive)
Unsupervised Representation Learning with Deep Convolutional Generative Adversarial Networks 19 Nov 2015 liaoguiqiu/DeepContour/DeepContour/model/networks.py 6e62410dbe614aaa unverified no licence file found · pointer only
Learning Face Representation from Scratch 28 Nov 2014 laoreja/face-identity-transformer/models/networks.py daa01522cfdfeb7d unverified Apache-2.0 (permissive)
arXiv:aaai_28199 YoferChen/FedST/models/fedst_ddpm_model/networks.py baee69875241cf95 unverified Apache-2.0 (permissive)
arXiv:Xie_Diffusion-based_Event_Generation_for_High-Quality_Image_Deblurring_CVPR_2025_paper XinanXie/EGDeblurring/model/networks.py f02374e8fddef2bf unverified Apache-2.0 (permissive)
arXiv:Guo_Intrinsic_Image_Harmonization_CVPR_2021_paper zhenglab/IntrinsicHarmony/models/harmony_networks.py 21194b0f6b3f6d91 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".

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