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windows2img

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

windows2img appears in the code Syntology harvested for 15 papers, as 3 distinct code bodies found in 15 places (a place is one code body under one paper). At least one of them ran in 14 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 windows2img 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 2 of the 3 distinct code bodies named windows2img; 1 is unverified. One tile per status, in the site's fixed vocabulary, each code body counted once:

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

Licence is a property of each copy, so it is counted per place: 5 of the 15 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

15 papers shown of 15, newest first; 15 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; 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
Bridging the Divide: Reconsidering Softmax and Linear Attention 9 Dec 2024 leaplabthu/inline/models/inline_cswin.py ab01fbfe58c75b08 ran · our draft was wrong no licence file found · pointer only
MambaIRv2: Attentive State Space Restoration 22 Nov 2024 csguoh/mambair/analysis/model_zoo/cat.py 8cb23a62748d3b1c ran · our draft was wrong Apache-2.0 (permissive)
SLAB: Efficient Transformers with Simplified Linear Attention and Progressive Re-parameterized Batch Normalization 19 May 2024 xinghaochen/slab/classification/models/slab_cswin.py ab01fbfe58c75b08 ran · our draft was wrong no licence file found · pointer only
A General and Efficient Training for Transformer via Token Expansion 31 Mar 2024 osilly/tokenexpansion/ToE/EfficientTrain/models/cswin.py ab01fbfe58c75b08 ran · our draft was wrong MIT (permissive)
APISR: Anime Production Inspired Real-World Anime Super-Resolution 3 Mar 2024 kiteretsu77/apisr/architecture/dat.py 8cb23a62748d3b1c ran · our draft was wrong GPL-3.0 (copyleft) · pointer only
MambaIR: A Simple Baseline for Image Restoration with State-Space Model 23 Feb 2024 csguoh/MambaIR/analysis/model_zoo/cat.py 8cb23a62748d3b1c ran · our draft was wrong Apache-2.0 (permissive)
Agent Attention: On the Integration of Softmax and Linear Attention 14 Dec 2023 leaplabthu/agent-attention/agent_transformer/models/agent_cswin.py ab01fbfe58c75b08 ran · our draft was wrong no licence file found · pointer only
Frequency-Aware Transformer for Learned Image Compression 25 Oct 2023 qingshi9974/iclr2024-ftic/models/flic.py 8cb23a62748d3b1c ran · our draft was wrong no licence file found · pointer only
Dual Aggregation Transformer for Image Super-Resolution 7 Aug 2023 zhengchen1999/dat/basicsr/archs/dat_arch.py 8cb23a62748d3b1c ran · our draft was wrong Apache-2.0 (permissive)
Recursive Generalization Transformer for Image Super-Resolution 11 Mar 2023 zhengchen1999/RGT/basicsr/archs/rgt_arch.py 8cb23a62748d3b1c ran · our draft was wrong Apache-2.0 (permissive)
Cross Aggregation Transformer for Image Restoration 24 Nov 2022 zhengchen1999/cat/basicsr/archs/cat_arch.py 8cb23a62748d3b1c ran · our draft was wrong Apache-2.0 (permissive)
Unifying Visual Perception by Dispersible Points Learning 18 Aug 2022 Sense-X/UniHead/up/models/backbones/cswin.py ab01fbfe58c75b08 ran · our draft was wrong Apache-2.0 (permissive)
A Robust Volumetric Transformer for Accurate 3D Tumor Segmentation 26 Nov 2021 himashi92/vt-unet/version_1/vtunet/vt_unet.py 79688e818af0d2a9 unverified MIT (permissive)
CSWin Transformer: A General Vision Transformer Backbone with Cross-Shaped Windows 1 Jul 2021 lyqcom/cswin-transformer/models/cswin.py ab01fbfe58c75b08 ran · our draft was wrong MIT (permissive)
arXiv:ijcai2024_0081 JPWang-CS/FreqFormer/basicsr/archs/freqformer_arch.py 8cb23a62748d3b1c ran · our draft was wrong Apache-2.0 (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