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pixel_unshuffle

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

pixel_unshuffle appears in the code Syntology harvested for 15 papers, as 7 distinct code bodies found in 15 places (a place is one code body under one paper). At least one of them ran in 10 of the papers; 5 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 pixel_unshuffle 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 6 of the 7 distinct code bodies named pixel_unshuffle; 1 is unverified. One tile per status, in the site's fixed vocabulary, each code body counted once:

0ran · honoured contract
0ran · violated contract
1ran · our draft was wrong
3ran · fixture could not drive it
2ran
1unverified
5fingerprinted

Licence is a property of each copy, so it is counted per place: 6 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
FeatSharp: Your Vision Model Features, Sharper 22 Feb 2025 nvlabs/radio/radio/eradio_model.py 7ada4aafa440565e ran · fixture could not drive it fingerprinted licence not identified · pointer only
Efficient Event Stream Super-Resolution with Recursive Multi-Branch Fusion 28 Jun 2024 Lqm26/RMFNet/models/submodules.py 3739d13f4a583c2c ran · our draft was wrong fingerprinted no licence file found · pointer only
Bilateral Event Mining and Complementary for Event Stream Super-Resolution 16 May 2024 Lqm26/BMCNet-ESR/models/submodules.py 3739d13f4a583c2c ran · our draft was wrong fingerprinted no licence file found · pointer only
ESC: Efficient Speech Coding with Cross-Scale Residual Vector Quantized Transformers 2024-04 (from id) yzGuu830/efficient-speech-codec/esc/modules/transformer/scale.py c45f32bde30f9fe2 ran MIT (permissive)
Plug-and-Play image restoration with Stochastic deNOising REgularization 1 Feb 2024 marien-renaud/snore/GS_denoising/models/basicblock.py 5d9b9713448d2a62 ran fingerprinted MIT (permissive)
Fast Diffusion EM: a diffusion model for blind inverse problems with application to deconvolution 1 Sep 2023 claroche-r/fastdiffusionem/networks/basicblock.py e84da58ba9736585 unverified no licence file found · pointer only
Uncertainty-Aware Source-Free Adaptive Image Super-Resolution with Wavelet Augmentation Transformer 31 Mar 2023 shallowdream204/SODA-SR/models/basicblock.py e84da58ba9736585 unverified Apache-2.0 (permissive)
VA-DepthNet: A Variational Approach to Single Image Depth Prediction 13 Feb 2023 cnexah/va-depthnet/vadepthnet/networks/vadepthnet.py b48ac716ae100201 ran · fixture could not drive it fingerprinted MIT (permissive)
Efficient and Accurate Quantized Image Super-Resolution on Mobile NPUs, Mobile AI & AIM 2022 challenge: Report 7 Nov 2022 eduardzamfir/ntire23-rtsr/demo/models/modules/_imdn.py 5d9b9713448d2a62 ran fingerprinted Apache-2.0 (permissive)
NTIRE 2022 Challenge on Efficient Super-Resolution: Methods and Results 11 May 2022 ofsoundof/imdn/models/basicblock.py e84da58ba9736585 unverified MIT (permissive)
Look Back and Forth: Video Super-Resolution with Explicit Temporal Difference Modeling 14 Apr 2022 junpan19/ETDM/ETDM-CVPR2022/arch.py 3739d13f4a583c2c ran · our draft was wrong fingerprinted no licence file found · pointer only
Gradient Step Denoiser for convergent Plug-and-Play 7 Oct 2021 samuro95/gspnp/GS_denoising/models/basicblock.py 5d9b9713448d2a62 ran fingerprinted MIT (permissive)
Plug-and-Play Image Restoration with Deep Denoiser Prior 31 Aug 2020 cszn/DPIR/models/basicblock.py e84da58ba9736585 unverified MIT (permissive)
Burst Denoising with Kernel Prediction Networks 6 Dec 2017 pminhtam/KPN_attention/utils/data_provider.py 9b0092174d071408 ran · fixture could not drive it fingerprinted no licence file found · pointer only
arXiv:Wang_ISP2HRNet_Learning_to_Reconstruct_High_Resolution_Image_from_Irregularly_Sampled_ICCV_2025_paper yuanlinwang/ISP2HRNet/models/basicblocks.py e84da58ba9736585 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