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DownSample

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

DownSample appears in the code Syntology harvested for 11 papers, as 11 distinct code bodies found in 11 places (a place is one code body under one paper). At least one of them ran in 10 of the papers; 7 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 DownSample 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 10 of the 11 distinct code bodies named DownSample; 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
10ran
1unverified
7fingerprinted

Licence is a property of each copy, so it is counted per place: 7 of the 11 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

11 papers shown of 11, newest first; 11 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 e0633353f0762a53 ran · metamorphic tier: deterministic no licence file found · pointer only
T1: One-to-One Channel-Head Binding for Multivariate Time-Series Imputation added by Syntology 2026-02 (from id) Oppenheimerdinger/T1/models/T1.py f94921018ed8273d ran · metamorphic tier: deterministic fingerprinted MIT (permissive)
Transolver++: An Accurate Neural Solver for PDEs on Million-Scale Geometries 4 Feb 2025 thuml/transolver/Airfoil-Design-AirfRANS/models/GUNet.py 1a683066ce92e2ab unverified MIT (permissive)
EDT: An Efficient Diffusion Transformer Framework Inspired by Human-like Sketching 31 Oct 2024 xinwangchen/edt/models_edt.py 8f87a045a084b3d9 ran Apache-2.0 (permissive)
ArchesWeather: An efficient AI weather forecasting model at 1.5° resolution 23 May 2024 gcouairon/archesweather/backbones/archesweather.py ea3aacd8be9e91c1 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 b576ab229d39e332 ran fingerprinted no licence file found · pointer only
Residual-Conditioned Optimal Transport: Towards Structure-Preserving Unpaired and Paired Image Restoration 5 May 2024 xl-tang3/RCOT/Net.py 45d120cfa343ebec ran · metamorphic tier: deterministic fingerprinted no licence file found · pointer only
Learning to Generate Realistic Noisy Images via Pixel-level Noise-aware Adversarial Training 6 Apr 2022 caiyuanhao1998/PNGAN/networks/MIRNet_model.py 38aa16cfac60cc92 ran fingerprinted MIT (permissive)
Style-Based Global Appearance Flow for Virtual Try-On 3 Apr 2022 KiseKloset/DM-VTON/models/warp_modules/style_afwm.py a640b6d07b6c133b ran fingerprinted licence not identified · pointer only
Audio-Driven Emotional Video Portraits 15 Apr 2021 jixinya/EVP/train/disentanglement/code/models_GAN.py 688abc2ba2985313 ran fingerprinted no licence file found · pointer only
Multi-Stage Progressive Image Restoration 4 Feb 2021 swz30/mirnetv2/basicsr/models/archs/mirnet_v2_arch.py 823880bb4a4fd803 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