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make_transform

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

make_transform appears in the code Syntology harvested for 17 papers, as 9 distinct code bodies found in 18 places (a place is one code body under one paper). At least one of them ran in 9 of the papers; 1 of the code bodies carries 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 make_transform 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 9 distinct code bodies named make_transform; 7 are 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
1ran · fixture could not drive it
0ran
7unverified
1fingerprinted

Licence is a property of each copy, so it is counted per place: 5 of the 18 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

17 papers shown of 17, newest first; 18 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 1 papers added by Syntology; 2 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
Hyperdimensional Cross-Modal Alignment of Frozen Language and Image Models for Efficient Image Captioning added by Syntology 2026-02 (from id) Abhishek-Dalvi410/HDFLIM/transform_inference.py 0f6d4cce31d2e3a5 unverified MIT (permissive)
Hyperdimensional Cross-Modal Alignment of Frozen Language and Image Models for Efficient Image Captioning added by Syntology 2026-02 (from id) Abhishek-Dalvi410/HDFLIM/train_scripts/train_dataloader.py 47c74dfbe51ef957 unverified MIT (permissive)
Provably Near-Optimal Federated Ensemble Distillation with Negligible Overhead 10 Feb 2025 autonomousvision/stylegan-xl/gen_images.py f47dff4b7b27bba7 ran · fixture could not drive it fingerprinted MIT (permissive)
CausalDiff: Causality-Inspired Disentanglement via Diffusion Model for Adversarial Defense 30 Oct 2024 TMLResearchGroup-CAS/CausalDiff/dataset.py 7b0f30c49d628c72 unverified MIT (permissive)
Towards Kinetic Manipulation of the Latent Space 15 Sep 2024 PDillis/stylegan3-fun/gen_images.py f47dff4b7b27bba7 ran · fixture could not drive it fingerprinted no licence file found · pointer only
Portrait3D: Text-Guided High-Quality 3D Portrait Generation Using Pyramid Representation and GANs Prior 16 Apr 2024 identical code first harvested elsewhere f47dff4b7b27bba7 ran · fixture could not drive it fingerprinted licence of this copy not recorded
DMCVR: Morphology-Guided Diffusion Model for 3D Cardiac Volume Reconstruction 18 Aug 2023 hexiaoxiao-cs/dmcvr/generation/diffae/dataset.py 7b0f30c49d628c72 unverified Apache-2.0 (permissive)
Exposing flaws of generative model evaluation metrics and their unfair treatment of diffusion models 7 Jun 2023 Zhendong-Wang/Diffusion-GAN/diffusion-projected-gan/gen_images.py f47dff4b7b27bba7 ran · fixture could not drive it fingerprinted MIT (permissive)
PanoHead: Geometry-Aware 3D Full-Head Synthesis in 360$^{\circ}$ 23 Mar 2023 sizhean/panohead/gen_samples.py f47dff4b7b27bba7 ran · fixture could not drive it fingerprinted CC0-1.0 (permissive)
StyleGAN-XL: Scaling StyleGAN to Large Diverse Datasets 1 Feb 2022 autonomousvision/stylegan_xl/gen_images.py f47dff4b7b27bba7 ran · fixture could not drive it fingerprinted MIT (permissive)
Efficient Geometry-aware 3D Generative Adversarial Networks 15 Dec 2021 identical code first harvested elsewhere f47dff4b7b27bba7 ran · fixture could not drive it fingerprinted licence of this copy not recorded
Diffusion Autoencoders: Toward a Meaningful and Decodable Representation 30 Nov 2021 phizaz/diffae/dataset.py 7b0f30c49d628c72 unverified MIT (permissive)
Alias-Free Generative Adversarial Networks 23 Jun 2021 NVlabs/stylegan3/gen_images.py f47dff4b7b27bba7 ran · fixture could not drive it fingerprinted no licence file found · pointer only
S4L: Self-Supervised Semi-Supervised Learning 9 May 2019 google-research/s4l/pseudo_labeling/labeling_utils.py 93866a26c88305a5 unverified Apache-2.0 recorded; this copy not marked cleared · pointer only
Self-Attention Generative Adversarial Networks 21 May 2018 voletiv/self-attention-GAN-pytorch/utils.py 01aaeccd433501f0 unverified MIT (permissive)
Improved Regularization of Convolutional Neural Networks with Cutout 15 Aug 2017 barisozmen/deepaugment/src/deepaugment/transforms.py a88a0ebd4d7051a8 ran · our draft was wrong MIT (permissive)
arXiv:aaai_28245 shannanyinxiang/ViTEraser/datasets/segmim.py a179d71c7d59e8ff unverified MIT (permissive)
arXiv:Souza_Latent_Space_Imaging_CVPR_2025_paper vccimaging/latent-imaging/models/genxl.py e398e4bf52713018 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