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UpSample

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

UpSample appears in the code Syntology harvested for 9 papers, as 10 distinct code bodies found in 10 places (a place is one code body under one paper). At least one of them ran in 8 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 UpSample 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 9 of the 10 distinct code bodies named UpSample; 1 is 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
9ran
1unverified
4fingerprinted

Licence is a property of each copy, so it is counted per place: 5 of the 10 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

9 papers shown of 9, newest first; 10 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
PRUE: A Practical Recipe for Field Boundary Segmentation at Scale added by Syntology 2026-03 (from id) fieldsoftheworld/ftw-prue/decode/fractal_resunet/models/semanticsegmentation/FracTAL_ResUNet.py 0cc2d9a136e113e2 ran · metamorphic tier: deterministic no licence file found · pointer only
DSFC-Net: A Dual-Encoder Spatial and Frequency Co-Awareness Network for Rural Road Extraction added by Syntology 2026-02 (from id) ZhengboZhang/DSFC-Net/model.py c6dfc691dd44fc7b ran fingerprinted Apache-2.0 (permissive)
Transolver++: An Accurate Neural Solver for PDEs on Million-Scale Geometries 4 Feb 2025 thuml/transolver/Airfoil-Design-AirfRANS/models/GUNet.py 366e1f3b400618c1 unverified MIT (permissive)
EDT: An Efficient Diffusion Transformer Framework Inspired by Human-like Sketching 31 Oct 2024 xinwangchen/edt/models_edt.py 60606b9b68ee5cc9 ran Apache-2.0 (permissive)
ArchesWeather: An efficient AI weather forecasting model at 1.5° resolution 23 May 2024 gcouairon/archesweather/backbones/archesweather.py 1e66c7fe334f770c ran no licence file found · pointer only
Diff-BGM: A Diffusion Model for Video Background Music Generation 20 May 2024 sizhelee/Diff-BGM/diffbgm/stable_diffusion/model/unet.py 501aecff0cc44374 ran fingerprinted no licence file found · pointer only
Reinforced Swin-Convs Transformer for Underwater Image Enhancement 1 May 2022 TingdiRen/URSCT-SESR/model/URSCT_model.py 65999e1f00123096 ran MIT (permissive)
Learning to Generate Realistic Noisy Images via Pixel-level Noise-aware Adversarial Training 6 Apr 2022 caiyuanhao1998/PNGAN/networks/MIRNet_model.py 84169db3c61ab293 ran · metamorphic tier: invariant fingerprinted MIT (permissive)
Multi-Stage Progressive Image Restoration 4 Feb 2021 swz30/MPRNet/Deblurring/MPRNet.py 6f67ba4ae094dbdf ran licence not identified · pointer only
Multi-Stage Progressive Image Restoration 4 Feb 2021 swz30/mirnetv2/basicsr/models/archs/mirnet_v2_arch.py 7ad799995cd1b005 ran fingerprinted licence not identified · 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