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upfirdn2d

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

upfirdn2d appears in the code Syntology harvested for 14 papers, as 11 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; 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 upfirdn2d 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 11 distinct code bodies named upfirdn2d; 5 are 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
4ran · fixture could not drive it
0ran
5unverified
0fingerprinted

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

14 papers shown of 14, 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
TPSeNCE: Towards Artifact-Free Realistic Rain Generation for Deraining and Object Detection in Rain 1 Nov 2023 shenzheng2000/tpsence/models/stylegan_networks.py c5d084250637f1f8 ran · fixture could not drive it no licence file found · pointer only
Not All Steps are Created Equal: Selective Diffusion Distillation for Image Manipulation 17 Jul 2023 AndysonYs/Selective-Diffusion-Distillation/models/stylegan2/modules.py 238fedc043c13f62 ran · fixture could not drive it MIT (permissive)
Evading Forensic Classifiers with Attribute-Conditioned Adversarial Faces 22 Jun 2023 koushiksrivats/face_attribute_attack/image_as_reference.py 238fedc043c13f62 ran · fixture could not drive it no licence file found · pointer only
StyleAvatar: Real-time Photo-realistic Portrait Avatar from a Single Video 1 May 2023 lizhenwangt/styleavatar/styleavatar/networks/modules_for_onnx.py 7b8662a65ac43843 unverified BSD-2-Clause (permissive)
StyleAvatar: Real-time Photo-realistic Portrait Avatar from a Single Video 1 May 2023 lizhenwangt/styleavatar/styleavatar/torch_utils.py 2267df57c8783eb2 unverified BSD-2-Clause (permissive)
Learning Locally Editable Virtual Humans 28 Apr 2023 custom-humans/editable-humans/lib/models/networks/discriminator.py 959d9a62e102f972 unverified MIT (permissive)
Implicit Diffusion Models for Continuous Super-Resolution 29 Mar 2023 ree1s/idm/model/sr3_modules/unet.py 78869ba3f7d476da ran · our draft was wrong no licence file found · pointer only
DPE: Disentanglement of Pose and Expression for General Video Portrait Editing 16 Jan 2023 Carlyx/DPE/networks/generator.py c5d084250637f1f8 ran · fixture could not drive it MIT (permissive)
Unsupervised Multi-Modal Medical Image Registration via Discriminator-Free Image-to-Image Translation 28 Apr 2022 heyblackC/DFMIR/models/networks.py 8834a164daa9b95b ran · fixture could not drive it no licence file found · pointer only
GCFSR: a Generative and Controllable Face Super Resolution Method Without Facial and GAN Priors 14 Mar 2022 hejingwenhejingwen/GCFSR/basicsr/archs/gcfsr_arch.py a59338ee52ba398f ran · our draft was wrong no licence file found · pointer only
BlendGAN: Implicitly GAN Blending for Arbitrary Stylized Face Generation 22 Oct 2021 onion-liu/BlendGAN/op/upfirdn2d.py 0282bebb07512369 unverified MIT (permissive)
Alias-Free Generative Adversarial Networks 23 Jun 2021 duskvirkus/alias-free-gan-pytorch-lightning/src/op/upfirdn2d.py 9a9da3c9a6567e66 unverified MIT (permissive)
GAN Prior Embedded Network for Blind Face Restoration in the Wild 13 May 2021 yangxy/GPEN/face_model/gpen_model.py e0b304c618b82986 ran · fixture could not drive it no licence file found · pointer only
Contrastive Learning for Unpaired Image-to-Image Translation 30 Jul 2020 XiudingCai/EnCo-pytorch/models/stylegan_networks.py c5d084250637f1f8 ran · fixture could not drive it BSD-2-Clause (permissive)
arXiv:Xie_Unpaired_Image-to-Image_Translation_With_Shortest_Path_Regularization_CVPR_2023_paper Mid-Push/santa/models/stylegan_networks.py c5d084250637f1f8 ran · fixture could not drive it 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