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format_time_brief

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

format_time_brief appears in the code Syntology harvested for 69 papers, as 4 distinct code bodies found in 69 places (a place is one code body under one paper). At least one of them ran in 51 of the papers; 3 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 format_time_brief 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 3 of the 4 distinct code bodies named format_time_brief; 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
2ran
1unverified
3fingerprinted

Licence is a property of each copy, so it is counted per place: 34 of the 69 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

69 papers shown of 69, newest first; 69 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 16 papers added by Syntology; 3 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/dnnlib/util.py cf4282fe49551c8c ran fingerprinted no licence file found · pointer only
Flow Map Denoisers: Traversing the Distortion-Perception Plane for Inverse Problems added by Syntology 2026-06 (from id) nzilberstein/Flow-map-denoisers/dnnlib/util.py 32af001972a0699f ran · our draft was wrong fingerprinted no licence file found · pointer only
KLIP: localized distribution shift detection via KL-divergence with diffusion priors in Inverse Problems added by Syntology 2026-05 (from id) voilalab/KLIP/CT/dnnlib/util.py 32af001972a0699f ran · our draft was wrong fingerprinted no licence file found · pointer only
Bayesian Rain Field Reconstruction using Commercial Microwave Links and Diffusion Model Priors added by Syntology 2026-05 (from id) Badr-MOUFAD/rainfield-diffusion-models/dnnlib/util.py 32af001972a0699f 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/dnnlib/util.py 32af001972a0699f ran · our draft was wrong fingerprinted no licence file found · pointer only
SAGE: Subsurface AI-driven Geostatistical Extraction with proxy posterior added by Syntology 2026-04 (from id) slimgroup/SAGE/dnnlib/util.py 32af001972a0699f 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/dnnlib/util.py 32af001972a0699f ran · our draft was wrong fingerprinted no licence file found · pointer only
Physics-Informed Diffusion Models in Spectral Space added by Syntology 2026-02 (from id) deeplearningmethods/PISD/dnnlib/util.py 32af001972a0699f ran · our draft was wrong fingerprinted MIT (permissive)
How I Met Your Bias: Investigating Bias Amplification in Diffusion Models added by Syntology 2025-12 (from id) NVlabs/edm/dnnlib/util.py 32af001972a0699f ran · our draft was wrong fingerprinted no licence file found · pointer only
Diffusion Adaptive Text Embedding for Text-to-Image Diffusion Models added by Syntology 2025-10 (from id) aailab-kaist/DATE/dnnlib/util.py 32af001972a0699f ran · our draft was wrong fingerprinted Apache-2.0 (permissive)
Letting Trajectories Spread: Quality-Preserving Control for Diverse Flow Matching added by Syntology 2025-10 (from id) gcorso/particle-guidance/stable_diffusion/dnnlib/util.py 32af001972a0699f ran · our draft was wrong fingerprinted no licence file found · pointer only
MAD: Manifold Attracted Diffusion added by Syntology 2025-09 (from id) delbraechter/MAD/dnnlib/util.py 32af001972a0699f ran · our draft was wrong fingerprinted no licence file found · pointer only
CMT: Mid-Training for Efficient Learning of Consistency, Mean Flow, and Flow Map Models added by Syntology 2025-09 (from id) sony/cmt/dnnlib/util.py 32af001972a0699f ran · our draft was wrong fingerprinted MIT (permissive)
PIRF: Physics-Informed Reward Fine-Tuning for Diffusion Models added by Syntology 2025-09 (from id) mingze-yuan/PIRF/dnnlib/util.py 32af001972a0699f ran · our draft was wrong fingerprinted MIT (permissive)
Local Mechanisms of Compositional Generalization in Conditional Diffusion added by Syntology 2025-09 (from id) NVlabs/edm2/dnnlib/util.py cf4282fe49551c8c ran fingerprinted no licence file found · pointer only
DRAG: Data Reconstruction Attack using Guided Diffusion added by Syntology 2025-09 (from id) ntuaislab/DRAG/dnnlib/util.py 77f4aa0649e7f404 unverified licence not identified · pointer only
arXiv:2507.10072 2025-07 (from id) kunzhan/wpp/EDM-DWT-MM/dnnlib/util.py 32af001972a0699f ran · our draft was wrong fingerprinted no licence file found · pointer only
Revisiting Diffusion Models: From Generative Pre-training to One-Step Generation 11 Jun 2025 Zyriix/GDD/dnnlib/util.py 32af001972a0699f ran · our draft was wrong fingerprinted MIT (permissive)
Training Consistency Models with Variational Noise Coupling 25 Feb 2025 sony/vct/dnnlib/util.py 32af001972a0699f ran · our draft was wrong fingerprinted MIT (permissive)
A Theory for Conditional Generative Modeling on Multiple Data Sources 20 Feb 2025 ml-gsai/multi-source-gm/real_world_experiments/dnnlib/util.py cf4282fe49551c8c ran fingerprinted MIT (permissive)
Provably Near-Optimal Federated Ensemble Distillation with Negligible Overhead 10 Feb 2025 autonomousvision/stylegan-xl/dnnlib/util.py 77f4aa0649e7f404 unverified MIT (permissive)
Memorization and Regularization in Generative Diffusion Models 27 Jan 2025 baptistar/DiffusionModelDynamics/RectangleImages/dnnlib/util.py 32af001972a0699f ran · our draft was wrong fingerprinted MIT (permissive)
Leveraging Programmatically Generated Synthetic Data for Differentially Private Diffusion Training 13 Dec 2024 uzn36/dp-syngen/dnnlib/util.py 77f4aa0649e7f404 unverified 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/dnnlib/util.py 32af001972a0699f 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/dnnlib/util.py 32af001972a0699f ran · our draft was wrong fingerprinted no licence file found · pointer only
Towards Kinetic Manipulation of the Latent Space 15 Sep 2024 PDillis/stylegan3-fun/dnnlib/util.py 77f4aa0649e7f404 unverified no licence file found · pointer only
AdaNAT: Exploring Adaptive Policy for Token-Based Image Generation 31 Aug 2024 leaplabthu/adanat/dnnlib/util.py 556dd2c77ff90670 ran fingerprinted no licence file found · pointer only
Isometric Representation Learning for Disentangled Latent Space of Diffusion Models 16 Jul 2024 isno0907/isodiff/dnnlib/util.py 77f4aa0649e7f404 unverified no licence file found · pointer only
Your Diffusion Model is Secretly a Noise Classifier and Benefits from Contrastive Training 12 Jul 2024 yunshuwu/ContrastiveDiffusionLoss/dnnlib/util.py 32af001972a0699f ran · our draft was wrong fingerprinted no licence file found · pointer only
PAPM: A Physics-aware Proxy Model for Process Systems 7 Jul 2024 pengwei07/PAPM/papm/model/pdecno/dnnlib/util.py 77f4aa0649e7f404 unverified no licence file found · pointer only
DiffusionPDE: Generative PDE-Solving Under Partial Observation 25 Jun 2024 jhhuangchloe/DiffusionPDE/dnnlib/util.py 32af001972a0699f ran · our draft was wrong fingerprinted no licence file found · pointer only
SigDiffusions: Score-Based Diffusion Models for Long Time Series via Log-Signature Embeddings 14 Jun 2024 lim0606/ddo/dnnlib/util.py 77f4aa0649e7f404 unverified MIT (permissive)
GSGAN: Adversarial Learning for Hierarchical Generation of 3D Gaussian Splats 5 Jun 2024 hse1032/Adversarial-Generation-of-Hierarchical-Gaussians-for-3D-Generative-Model/dnnlib/util.py 77f4aa0649e7f404 unverified 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/dnnlib/util.py 32af001972a0699f ran · our draft was wrong fingerprinted Apache-2.0 (permissive)
Diffusion Rejection Sampling 28 May 2024 aailabkaist/DiffRS/dnnlib/util.py 32af001972a0699f ran · our draft was wrong fingerprinted Apache-2.0 (permissive)
DiffuBox: Refining 3D Object Detection with Point Diffusion 25 May 2024 cxy1997/DiffuBox/dnnlib/util.py 32af001972a0699f ran · our draft was wrong fingerprinted no licence file found · pointer only
Learning to Discretize Denoising Diffusion ODEs 24 May 2024 vinhsuhi/ld3/dnnlib/util.py 32af001972a0699f ran · our draft was wrong fingerprinted no licence file found · pointer only
PaGoDA: Progressive Growing of a One-Step Generator from a Low-Resolution Diffusion Teacher 23 May 2024 sony/pagoda/dnnlib/util.py 32af001972a0699f ran · our draft was wrong fingerprinted MIT (permissive)
Generative Unlearning for Any Identity 16 May 2024 KHU-AGI/GUIDE/dnnlib/util.py 77f4aa0649e7f404 unverified no licence file found · pointer only
Applying Guidance in a Limited Interval Improves Sample and Distribution Quality in Diffusion Models 11 Apr 2024 kynkaat/guidance-interval/dnnlib/util.py 32af001972a0699f ran · our draft was wrong fingerprinted Apache-2.0 (permissive)
A Diffusion-Based Generative Equalizer for Music Restoration 27 Mar 2024 eloimoliner/babe2/utils/dnnlib/util.py 32af001972a0699f ran · our draft was wrong fingerprinted MIT (permissive)
Building Bridges across Spatial and Temporal Resolutions: Reference-Based Super-Resolution via Change Priors and Conditional Diffusion Model 26 Mar 2024 dongrunmin/RefDiff/dnnlib/util.py 32af001972a0699f ran · our draft was wrong fingerprinted no licence file found · pointer only
Generalized Consistency Trajectory Models for Image Manipulation 19 Mar 2024 1202kbs/gctm/dnnlib/util.py 32af001972a0699f ran · our draft was wrong fingerprinted MIT (permissive)
BrightDreamer: Generic 3D Gaussian Generative Framework for Fast Text-to-3D Synthesis 17 Mar 2024 lutao2021/BrightDreamer/dnnlib/util.py 77f4aa0649e7f404 unverified MIT (permissive)
Training Unbiased Diffusion Models From Biased Dataset 2 Mar 2024 alsdudrla10/TIW-DSM/dnnlib/util.py 32af001972a0699f ran · our draft was wrong fingerprinted no licence file found · pointer only
A Good Score Does not Lead to A Good Generative Model 10 Jan 2024 sixuli/ddpm_and_kde/src/DiffMemorize/dnnlib/util.py 32af001972a0699f ran · our draft was wrong fingerprinted no licence file found · pointer only
Improving the Stability and Efficiency of Diffusion Models for Content Consistent Super-Resolution 30 Dec 2023 csslc/ccsr/ADD/dnnlib/util.py 556dd2c77ff90670 ran fingerprinted Apache-2.0 (permissive)
Bellman Optimal Stepsize Straightening of Flow-Matching Models 27 Dec 2023 nguyenngocbaocmt02/boss/ImageGeneration/dnnlib/util.py 32af001972a0699f 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/dnnlib/util.py 77f4aa0649e7f404 unverified no licence file found · pointer only
Instant3D: Instant Text-to-3D Generation 14 Nov 2023 ming1993li/instant3dcodes/dnnlib/util.py 77f4aa0649e7f404 unverified MIT (permissive)
DPM-Solver-v3: Improved Diffusion ODE Solver with Empirical Model Statistics 20 Oct 2023 thu-ml/DPM-Solver-v3/codebases/edm/dnnlib/util.py 32af001972a0699f ran · our draft was wrong fingerprinted MIT (permissive)
Learning Stackable and Skippable LEGO Bricks for Efficient, Reconfigurable, and Variable-Resolution Diffusion Modeling 10 Oct 2023 JegZheng/LEGODiffusion/dnnlib/util.py 32af001972a0699f ran · our draft was wrong fingerprinted MIT (permissive)
Observation-Guided Diffusion Probabilistic Models 6 Oct 2023 junoh-kang/ogdm_edm/dnnlib/util.py 32af001972a0699f ran · our draft was wrong fingerprinted no licence file found · pointer only
On Memorization in Diffusion Models 4 Oct 2023 sail-sg/DiffMemorize/dnnlib/util.py 32af001972a0699f ran · our draft was wrong fingerprinted MIT (permissive)
Consistency Trajectory Models: Learning Probability Flow ODE Trajectory of Diffusion 1 Oct 2023 Kim-Dongjun/ctm-cifar10/dnnlib/util.py 32af001972a0699f ran · our draft was wrong fingerprinted MIT (permissive)
Beta Diffusion 14 Sep 2023 mingyuanzhou/Beta-Diffusion/image_experiment/dnnlib/util.py 32af001972a0699f ran · our draft was wrong fingerprinted MIT (permissive)
Relay Diffusion: Unifying diffusion process across resolutions for image synthesis 4 Sep 2023 THUDM/RelayDiffusion/dnnlib/util.py 32af001972a0699f ran · our draft was wrong fingerprinted Apache-2.0 (permissive)
Elucidating the Exposure Bias in Diffusion Models 29 Aug 2023 forever208/edm-es/dnnlib/util.py 32af001972a0699f ran · our draft was wrong fingerprinted no licence file found · pointer only
IT3D: Improved Text-to-3D Generation with Explicit View Synthesis 22 Aug 2023 buaacyw/it3d-text-to-3d/dnnlib/util.py 77f4aa0649e7f404 unverified no licence file found · pointer only
Fast Diffusion Model 12 Jun 2023 sail-sg/fdm/dnnlib/util.py 32af001972a0699f 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/dnnlib/util.py 77f4aa0649e7f404 unverified MIT (permissive)
Diffusion-Based Audio Inpainting 24 May 2023 eloimoliner/audio-inpainting-diffusion/utils/dnnlib/util.py 32af001972a0699f ran · our draft was wrong fingerprinted MIT (permissive)
PREIM3D: 3D Consistent Precise Image Attribute Editing from a Single Image 20 Apr 2023 mybabyyh/Preim3D/dnnlib/util.py 77f4aa0649e7f404 unverified MIT (permissive)
A Recipe for Watermarking Diffusion Models 17 Mar 2023 yunqing-me/watermarkdm/edm/dnnlib/util.py 32af001972a0699f ran · our draft was wrong fingerprinted MIT (permissive)
VoxGRAF: Fast 3D-Aware Image Synthesis with Sparse Voxel Grids 15 Jun 2022 autonomousvision/voxgraf/dnnlib/util.py 77f4aa0649e7f404 unverified MIT (permissive)
StyleGAN-XL: Scaling StyleGAN to Large Diverse Datasets 1 Feb 2022 autonomousvision/stylegan_xl/dnnlib/util.py 77f4aa0649e7f404 unverified MIT (permissive)
StyleGAN-NADA: CLIP-Guided Domain Adaptation of Image Generators 2 Aug 2021 rinongal/StyleGAN-nada/ZSSGAN/dnnlib/util.py 77f4aa0649e7f404 unverified MIT (permissive)
arXiv:openreview_AAWlum38oE 1202kbs/AYT/src/ayt/dnnlib/util.py 32af001972a0699f ran · our draft was wrong fingerprinted MIT (permissive)
arXiv:Xia_Rectified_Diffusion_Guidance_for_Conditional_Generation_CVPR_2025_paper thuxmf/recfg/dnnlib/util.py cf4282fe49551c8c ran 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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