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file_ext

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

file_ext appears in the code Syntology harvested for 37 papers, as 2 distinct code bodies found in 39 places (a place is one code body under one paper). At least one of them ran in 36 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 file_ext 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 1 of the 2 distinct code bodies named file_ext; 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
0ran · fixture could not drive it
0ran
1unverified
1fingerprinted

Licence is a property of each copy, so it is counted per place: 20 of the 39 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

37 papers shown of 37, newest first; 39 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 5 papers added by Syntology; 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
A Foundational EDM2-Based Generative Model for High-Resolution Synthetic Fetal Ultrasound Imaging from Open Datasets added by Syntology 2026-08 (from id) xfetus/fetal-ultrasound-edm2/dataset_tool.py a2b45afa097b55b6 ran · our draft was wrong fingerprinted no licence file found · pointer only
Elucidating the SNR-t Bias of Diffusion Probabilistic Models added by Syntology 2026-04 (from id) AMAP-ML/DCW/dataset_tool.py a2b45afa097b55b6 ran · our draft was wrong fingerprinted no licence file found · pointer only
Variational Trajectory Optimization of Anisotropic Diffusion Schedules added by Syntology 2026-02 (from id) lizeyu090312/anisotropic-diffusion-paper/dataset_tool.py a2b45afa097b55b6 ran · our draft was wrong fingerprinted no licence file found · pointer only
How I Met Your Bias: Investigating Bias Amplification in Diffusion Models added by Syntology 2025-12 (from id) NVlabs/edm/dataset_tool.py a2b45afa097b55b6 ran · our draft was wrong fingerprinted no licence file found · pointer only
Local Mechanisms of Compositional Generalization in Conditional Diffusion added by Syntology 2025-09 (from id) NVlabs/edm2/dataset_tool.py a2b45afa097b55b6 ran · our draft was wrong fingerprinted no licence file found · pointer only
arXiv:2507.10072 2025-07 (from id) kunzhan/wpp/EDM-DWT-MM/dataset_tool.py a2b45afa097b55b6 ran · our draft was wrong fingerprinted no licence file found · pointer only
A Theory for Conditional Generative Modeling on Multiple Data Sources 20 Feb 2025 ml-gsai/multi-source-gm/real_world_experiments/dataset_tool.py a2b45afa097b55b6 ran · our draft was wrong fingerprinted MIT (permissive)
Provably Near-Optimal Federated Ensemble Distillation with Negligible Overhead 10 Feb 2025 autonomousvision/stylegan-xl/dataset_tool.py a2b45afa097b55b6 ran · our draft was wrong fingerprinted MIT (permissive)
Leveraging Programmatically Generated Synthetic Data for Differentially Private Diffusion Training 13 Dec 2024 uzn36/dp-syngen/dataset_tool.py a2b45afa097b55b6 ran · our draft was wrong fingerprinted no licence file found · pointer only
Boosting Alignment for Post-Unlearning Text-to-Image Generative Models 9 Dec 2024 reds-lab/restricted_gradient_diversity_unlearning/CIFAR/dataset_tool.py a2b45afa097b55b6 ran · our draft was wrong fingerprinted no licence file found · pointer only
Understanding Generalizability of Diffusion Models Requires Rethinking the Hidden Gaussian Structure 31 Oct 2024 Morefre/Understanding-Generalizability-of-Diffusion-Models-Requires-Rethinking-the-Hidden-Gaussian-Structure/dataset_tool.py a2b45afa097b55b6 ran · our draft was wrong fingerprinted no licence file found · pointer only
Understanding Generalizability of Diffusion Models Requires Rethinking the Hidden Gaussian Structure 31 Oct 2024 Morefre/Understanding-Generalizability-of-Diffusion-Models-Requires-Rethinking-the-Hidden-Gaussian-Structure/train_linear_model.py b1986232479684ae unverified licence not identified · pointer only
Towards Kinetic Manipulation of the Latent Space 15 Sep 2024 PDillis/stylegan3-fun/dataset_tool.py a2b45afa097b55b6 ran · our draft was wrong fingerprinted no licence file found · pointer only
GSGAN: Adversarial Learning for Hierarchical Generation of 3D Gaussian Splats 5 Jun 2024 hse1032/Adversarial-Generation-of-Hierarchical-Gaussians-for-3D-Generative-Model/dataset_tool.py a2b45afa097b55b6 ran · our draft was wrong fingerprinted no licence file found · pointer only
Long and Short Guidance in Score identity Distillation for One-Step Text-to-Image Generation 3 Jun 2024 mingyuanzhou/SiD-LSG/cocodataset_tool.py a2b45afa097b55b6 ran · our draft was wrong fingerprinted Apache-2.0 (permissive)
Score identity Distillation: Exponentially Fast Distillation of Pretrained Diffusion Models for One-Step Generation 5 Apr 2024 mingyuanzhou/SiD/dataset_tool.py a2b45afa097b55b6 ran · our draft was wrong fingerprinted Apache-2.0 (permissive)
Training Unbiased Diffusion Models From Biased Dataset 2 Mar 2024 alsdudrla10/TIW-DSM/dataset_tool.py a2b45afa097b55b6 ran · our draft was wrong fingerprinted no licence file found · pointer only
Taming the Tail in Class-Conditional GANs: Knowledge Sharing via Unconditional Training at Lower Resolutions 26 Feb 2024 khorrams/utlo/dataset_tool.py a2b45afa097b55b6 ran · our draft was wrong fingerprinted MIT (permissive)
A Good Score Does not Lead to A Good Generative Model 10 Jan 2024 sixuli/ddpm_and_kde/src/DiffMemorize/dataset_tool.py a2b45afa097b55b6 ran · our draft was wrong fingerprinted no licence file found · pointer only
Gaussian Shell Maps for Efficient 3D Human Generation 29 Nov 2023 computational-imaging/GSM/main/gsm/dataset_tool.py a2b45afa097b55b6 ran · our draft was wrong fingerprinted no licence file found · pointer only
A High-Quality Robust Diffusion Framework for Corrupted Dataset 28 Nov 2023 VinAIResearch/RDUOT/dataset_tools.py a2b45afa097b55b6 ran · our draft was wrong fingerprinted BSD-3-Clause (permissive)
Learning Stackable and Skippable LEGO Bricks for Efficient, Reconfigurable, and Variable-Resolution Diffusion Modeling 10 Oct 2023 JegZheng/LEGODiffusion/dataset_tool.py a2b45afa097b55b6 ran · our draft was wrong fingerprinted MIT (permissive)
Observation-Guided Diffusion Probabilistic Models 6 Oct 2023 junoh-kang/ogdm_edm/dataset_tool.py a2b45afa097b55b6 ran · our draft was wrong fingerprinted no licence file found · pointer only
On Memorization in Diffusion Models 4 Oct 2023 sail-sg/DiffMemorize/dataset_utils/dataset_diversity.py a2b45afa097b55b6 ran · our draft was wrong fingerprinted MIT (permissive)
On Memorization in Diffusion Models 4 Oct 2023 sail-sg/DiffMemorize/mem_ratio.py b1986232479684ae unverified MIT (permissive)
Score Mismatching for Generative Modeling 20 Sep 2023 senmaoy/Score-Mismatching/dataset_tool.py a2b45afa097b55b6 ran · our draft was wrong fingerprinted no licence file found · pointer only
Beta Diffusion 14 Sep 2023 mingyuanzhou/Beta-Diffusion/image_experiment/dataset_tool.py a2b45afa097b55b6 ran · our draft was wrong fingerprinted MIT (permissive)
Relay Diffusion: Unifying diffusion process across resolutions for image synthesis 4 Sep 2023 THUDM/RelayDiffusion/dataset_tool.py a2b45afa097b55b6 ran · our draft was wrong fingerprinted Apache-2.0 (permissive)
Elucidating the Exposure Bias in Diffusion Models 29 Aug 2023 forever208/edm-es/dataset_tool.py a2b45afa097b55b6 ran · our draft was wrong fingerprinted no licence file found · pointer only
Fast Diffusion Model 12 Jun 2023 sail-sg/fdm/dataset_tool.py a2b45afa097b55b6 ran · our draft was wrong fingerprinted 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/dataset_tool.py a2b45afa097b55b6 ran · our draft was wrong fingerprinted MIT (permissive)
A Recipe for Watermarking Diffusion Models 17 Mar 2023 yunqing-me/watermarkdm/edm/dataset_tool.py a2b45afa097b55b6 ran · our draft was wrong fingerprinted MIT (permissive)
Shifted Diffusion for Text-to-image Generation 24 Nov 2022 drboog/Shifted_Diffusion/process_img.py b1986232479684ae unverified CC0-1.0 (permissive)
VoxGRAF: Fast 3D-Aware Image Synthesis with Sparse Voxel Grids 15 Jun 2022 autonomousvision/voxgraf/dataset_tool.py a2b45afa097b55b6 ran · our draft was wrong fingerprinted MIT (permissive)
StyleGAN-XL: Scaling StyleGAN to Large Diverse Datasets 1 Feb 2022 autonomousvision/stylegan_xl/dataset_tool.py a2b45afa097b55b6 ran · our draft was wrong fingerprinted MIT (permissive)
Collapse by Conditioning: Training Class-conditional GANs with Limited Data 17 Jan 2022 identical code first harvested elsewhere a2b45afa097b55b6 ran · our draft was wrong fingerprinted licence of this copy not recorded
LAFITE: Towards Language-Free Training for Text-to-Image Generation 27 Nov 2021 drboog/Lafite/dataset_tool.py a2b45afa097b55b6 ran · our draft was wrong fingerprinted MIT (permissive)
Discriminator Synthesis: On reusing the other half of Generative Adversarial Networks 3 Nov 2021 pdillis/stylegan3-fun/dataset_tool.py a2b45afa097b55b6 ran · our draft was wrong fingerprinted licence not identified · pointer only
Styleformer: Transformer based Generative Adversarial Networks with Style Vector 13 Jun 2021 Jeeseung-Park/Styleformer/dataset_tool.py a2b45afa097b55b6 ran · our draft was wrong fingerprinted 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".

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