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upscale2d

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

upscale2d appears in the code Syntology harvested for 10 papers, as 5 distinct code bodies found in 12 places (a place is one code body under one paper). At least one of them ran in 7 of the papers; 1 of the code bodies carries 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 upscale2d 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 1 of the 5 distinct code bodies named upscale2d; 4 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
1ran · fixture could not drive it
0ran
4unverified
1fingerprinted

Licence is a property of each copy, so it is counted per place: 2 of the 12 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

10 papers shown of 10, newest first; 12 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 3 papers added by Syntology; 1 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
QDSB: Quantized Diffusion Schrödinger Bridges added by Syntology 2026-05 (from id) mathefuchs/qdsb/ALAE/net.py 10f278fd8f76579c ran · fixture could not drive it fingerprinted MIT (permissive)
Variational Entropic Optimal Transport added by Syntology 2026-02 (from id) DrEternity/VarEOT/ALAE/net.py 10f278fd8f76579c ran · fixture could not drive it fingerprinted MIT (permissive)
Contact Wasserstein Geodesics for Non-Conservative Schrödinger Bridges added by Syntology 2025-11 (from id) ngushchin/LightSB/ALAE/net.py 10f278fd8f76579c ran · fixture could not drive it fingerprinted MIT (permissive)
Light and Optimal Schrödinger Bridge Matching 5 Feb 2024 skholkin/lightsb-matching/ALAE/net.py 10f278fd8f76579c ran · fixture could not drive it fingerprinted MIT (permissive)
Light Schrödinger Bridge 2 Oct 2023 ngushchin/lightsb/ALAE/net.py 10f278fd8f76579c ran · fixture could not drive it fingerprinted MIT (permissive)
PULSE: Self-Supervised Photo Upsampling via Latent Space Exploration of Generative Models 8 Mar 2020 marcin-laskowski/Pulse/stylegan.py 83889cc3c0ea78f3 unverified MIT (permissive)
Analyzing and Improving the Image Quality of StyleGAN 3 Dec 2019 tjwei/stylegan2_workshop/training/networks_stylegan.py 06c39cfa6fb83ec9 unverified Apache-2.0 (permissive)
A Style-Based Generator Architecture for Generative Adversarial Networks 12 Dec 2018 podgorskiy/StyleGAN_Blobless/net.py 10f278fd8f76579c ran · fixture could not drive it fingerprinted no licence file found · pointer only
A Style-Based Generator Architecture for Generative Adversarial Networks 12 Dec 2018 LignumResearch/stylewood-model-usage/training/networks_progan.py 9da07147ec9de503 unverified licence not identified · pointer only
A Style-Based Generator Architecture for Generative Adversarial Networks 12 Dec 2018 comp-imaging-sci/pic-recon/stylegan2/training/networks_stylegan.py 906f640ae5e77136 unverified MIT (permissive)
Understanding and Improving Interpolation in Autoencoders via an Adversarial Regularizer 19 Jul 2018 ivanvovk/controllable-face-generation/modules.py 10f278fd8f76579c ran · fixture could not drive it fingerprinted MIT (permissive)
arXiv:ijcai2023_0482 lamda-bbo/NSS/nss-arm/experiments/lsi_clip/stylegan_models.py 83889cc3c0ea78f3 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