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imread

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

imread appears in the code Syntology harvested for 54 papers, as 39 distinct code bodies found in 62 places (a place is one code body under one paper). At least one of them ran in 28 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 imread 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 18 of the 39 distinct code bodies named imread; 21 are unverified. One tile per status, in the site's fixed vocabulary, each code body counted once:

5ran · honoured contract
0ran · violated contract
0ran · our draft was wrong
0ran · fixture could not drive it
13ran
21unverified
0fingerprinted

Licence is a property of each copy, so it is counted per place: 23 of the 62 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

54 papers shown of 54, newest first; 62 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. 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
Guess What I Think: Streamlined EEG-to-Image Generation with Latent Diffusion Models 17 Sep 2024 luigisigillo/gwit/src/gwit/evaluation/evaluate.py 34f9ac87c982853a ran · honoured contract no licence file found · pointer only
What to Preserve and What to Transfer: Faithful, Identity-Preserving Diffusion-based Hairstyle Transfer 29 Aug 2024 cychungg/hairfusion/dataset.py f4d6a41b4e50d0cb ran no licence file found · pointer only
UniFashion: A Unified Vision-Language Model for Multimodal Fashion Retrieval and Generation 21 Aug 2024 xiangyu-mm/UniFashion/src/UNIStableVITON/dataset.py 0b909bb609d6fdce ran no licence file found · pointer only
VisionUnite: A Vision-Language Foundation Model for Ophthalmology Enhanced with Clinical Knowledge 5 Aug 2024 HUANGLIZI/VisionUnite/fundus_prep.py e76cb068e766a674 ran MIT (permissive)
RS-NeRF: Neural Radiance Fields from Rolling Shutter Images 14 Jul 2024 myniuuu/rs-nerf/run_nerf_helpers.py 79619ac934ccc01b unverified no licence file found · pointer only
PROUD: PaRetO-gUided Diffusion Model for Multi-objective Generation 5 Jul 2024 EvaFlower/Pareto-guided-diffusion-model/CIFAR10/evaluation/fid_score.py aa4cae054b657ba2 ran · honoured contract no licence file found · pointer only
A Recipe for Unbounded Data Augmentation in Visual Reinforcement Learning 27 May 2024 aalmuzairee/dmcgb2/envs/dcs/background.py 0a27d3f938cef78f ran MIT (permissive)
PlainMamba: Improving Non-Hierarchical Mamba in Visual Recognition 26 Mar 2024 karl1109/scsegamba/eval/data_io.py 102d0ddbe3018538 unverified Apache-2.0 (permissive)
Deep Generative Model based Rate-Distortion for Image Downscaling Assessment 22 Mar 2024 andreas128/SRFlow/code/Measure.py b3408d91189f5c25 ran licence not identified · pointer only
Deep Generative Model based Rate-Distortion for Image Downscaling Assessment 22 Mar 2024 andreas128/SRFlow/code/prepare_data.py d4a4924746094263 ran licence not identified · pointer only
Efficient Multi-scale Network with Learnable Discrete Wavelet Transform for Blind Motion Deblurring 29 Dec 2023 thqiu0419/mlwnet/predict.py 5167db5f04bebabf ran licence not identified · pointer only
Learning Naturally Aggregated Appearance for Efficient 3D Editing 11 Dec 2023 felixcheng97/agap/lib/load_in2n.py 0e2260c4a52e43c7 ran GPL-3.0 (copyleft) · pointer only
StableVITON: Learning Semantic Correspondence with Latent Diffusion Model for Virtual Try-On 4 Dec 2023 rlawjdghek/stableviton/dataset.py c45d0ed437091615 ran no licence file found · pointer only
OVIR-3D: Open-Vocabulary 3D Instance Retrieval Without Training on 3D Data 6 Nov 2023 shiyoung77/ovir-3d/src/utils.py e163c767a76eba7d ran MIT (permissive)
Label-Only Model Inversion Attacks via Knowledge Transfer 30 Oct 2023 AlanPeng0897/Defend_MI/GMI/fid_score_raw.py aa4cae054b657ba2 ran · honoured contract MIT (permissive)
Label-Only Model Inversion Attacks via Knowledge Transfer 30 Oct 2023 AlanPeng0897/Defend_MI/DMI/fid_score.py e8dfc0e2df364d99 ran MIT (permissive)
Label-Only Model Inversion Attacks via Knowledge Transfer 30 Oct 2023 AlanPeng0897/Defend_MI/DMI/fid_score_raw.py 7a46ab6d33c637db ran MIT (permissive)
Time Does Tell: Self-Supervised Time-Tuning of Dense Image Representations 22 Aug 2023 smsd75/timetuning/data_loader.py 36829267cbd7ac1d unverified licence not identified · pointer only
Online Clustered Codebook 27 Jul 2023 lyndonzheng/cvq-vae/fid_score.py e501824778deaaba ran MIT (permissive)
DPM-OT: A New Diffusion Probabilistic Model Based on Optimal Transport 21 Jul 2023 cognaclee/dpm-ot/evaluation/fid_score.py aa4cae054b657ba2 ran · honoured contract no licence file found · pointer only
Exact Diffusion Inversion via Bi-directional Integration Approximation 10 Jul 2023 guoqiang-zhang-x/BDIA/text-to-image/stablediffusionV2/fid_score.py aa4cae054b657ba2 ran · honoured contract no licence file found · pointer only
Building the Bridge of Schrödinger: A Continuous Entropic Optimal Transport Benchmark 16 Jun 2023 ngushchin/entropicotbenchmark/baselines/EntropicNeuralOptimalTransport/src/fid_score.py aa4cae054b657ba2 ran · honoured contract MIT (permissive)
Moment Matching Denoising Gibbs Sampling 19 May 2023 zmtomorrow/mmdgs_neurips/evaluations/fid_score.py aa4cae054b657ba2 ran · honoured contract no licence file found · pointer only
Learning Semantic-Aware Knowledge Guidance for Low-Light Image Enhancement 14 Apr 2023 langmanbusi/semantic-aware-low-light-image-enhancement/DRBN_SKF/src/evaluation.py b3408d91189f5c25 ran MIT (permissive)
BAD-NeRF: Bundle Adjusted Deblur Neural Radiance Fields 23 Nov 2022 WU-CVGL/BAD-NeRF/run_nerf_helpers.py 79619ac934ccc01b unverified MIT (permissive)
StyleLight: HDR Panorama Generation for Lighting Estimation and Editing 29 Jul 2022 wanggcong/stylelight/skylibs/envmap/environmentmap.py 1a1ba9960f98fa25 unverified MIT (permissive)
Bilateral Dependency Optimization: Defending Against Model-inversion Attacks 11 Jun 2022 xpeng9719/defend_mi/GMI/fid_score_raw.py aa4cae054b657ba2 ran · honoured contract MIT (permissive)
Bilateral Dependency Optimization: Defending Against Model-inversion Attacks 11 Jun 2022 xpeng9719/defend_mi/DMI/fid_score.py e8dfc0e2df364d99 ran MIT (permissive)
Bilateral Dependency Optimization: Defending Against Model-inversion Attacks 11 Jun 2022 xpeng9719/defend_mi/DMI/fid_score_raw.py 7a46ab6d33c637db ran MIT (permissive)
Kernel Neural Optimal Transport 30 May 2022 iamalexkorotin/neuraloptimaltransport/src/fid_score.py aa4cae054b657ba2 ran · honoured contract MIT (permissive)
PatchNR: Learning from Very Few Images by Patch Normalizing Flow Regularization 24 May 2022 fabianaltekrueger/patchnr/utils.py c1656500b37fde00 unverified MIT (permissive)
FS-NCSR: Increasing Diversity of the Super-Resolution Space via Frequency Separation and Noise-Conditioned Normalizing Flow 20 Apr 2022 dsshim0125/FS-NCSR/prepare_data.py d4a4924746094263 ran MIT (permissive)
FS-NCSR: Increasing Diversity of the Super-Resolution Space via Frequency Separation and Noise-Conditioned Normalizing Flow 20 Apr 2022 dsshim0125/FS-NCSR/measure.py ff6d805555b31561 unverified MIT (permissive)
Neural Optimal Transport 28 Jan 2022 milenagazdieva/extremalneuraloptimaltransport/src/fid_score.py aa4cae054b657ba2 ran · honoured contract MIT (permissive)
WPPNets and WPPFlows: The Power of Wasserstein Patch Priors for Superresolution 20 Jan 2022 fabianaltekrueger/wppnets/utils.py c1656500b37fde00 unverified MIT (permissive)
A Shared Representation for Photorealistic Driving Simulators 9 Dec 2021 vita-epfl/semdisc/fid/pytorch-fid/fid_score.py aa4cae054b657ba2 ran · honoured contract AGPL-3.0 (copyleft) · pointer only
Scalable Perception-Action-Communication Loops with Convolutional and Graph Neural Networks 24 Jun 2021 VITA-Group/VGAI/dataset.py 383ea69f8601ecff unverified MIT (permissive)
Do Neural Optimal Transport Solvers Work? A Continuous Wasserstein-2 Benchmark 3 Jun 2021 iamalexkorotin/Wasserstein2GenerativeNetworks/src/fid_score.py aa4cae054b657ba2 ran · honoured contract MIT (permissive)
EigenGAN: Layer-Wise Eigen-Learning for GANs 26 Apr 2021 LynnHo/EigenGAN-Tensorflow/imlib/basic.py 4ccd6f19d65b0289 unverified MIT (permissive)
Adversarial score matching and improved sampling for image generation 11 Sep 2020 AlexiaJM/AdversarialConsistentScoreMatching/evaluation/fid_score.py aa4cae054b657ba2 ran · honoured contract MIT (permissive)
Learning to Parse Wireframes in Images of Man-Made Environments 15 Jul 2020 huangkuns/wireframe/wireframe.py 530a995a0750023c unverified no licence file found · pointer only
GIQA: Generated Image Quality Assessment 19 Mar 2020 cientgu/GIQA/write_act.py 3ab9bdd91230deb5 ran · honoured contract no licence file found · pointer only
The Spectral Bias of the Deep Image Prior 18 Dec 2019 PCJohn/dip-spectral/make_dataset.py e3a5b4faafeaefb1 ran · honoured contract no licence file found · pointer only
Perceptual Generative Autoencoders 25 Jun 2019 zj10/PGA/src/imlib/basic.py 9f280946211388f6 unverified MIT (permissive)
STGAN: A Unified Selective Transfer Network for Arbitrary Image Attribute Editing 22 Apr 2019 csmliu/STGAN/imlib/basic.py b50105e0a61b2c28 unverified MIT (permissive)
Robustness of Conditional GANs to Noisy Labels 8 Nov 2018 POLane16/Robust-Conditional-GAN/mnist/utils.py f2972a3201c29e83 unverified MIT (permissive)
MMDenseLSTM: An efficient combination of convolutional and recurrent neural networks for audio source separation 2018-05 (from id) tsurumeso/vocal-remover/lib/utils.py a449633d34833f2d unverified MIT (permissive)
ST-GAN: Spatial Transformer Generative Adversarial Networks for Image Compositing 5 Mar 2018 chenhsuanlin/spatial-transformer-GAN/glasses/util.py f027fae9fd59cbd6 unverified MIT (permissive)
ST-GAN: Spatial Transformer Generative Adversarial Networks for Image Compositing 5 Mar 2018 lix3972/https-github.com-chenhsuanlin-spatial-transformer-GAN/glasses/util.py 4497ff1ceb01b614 unverified MIT (permissive)
Solving Linear Inverse Problems Using GAN Priors: An Algorithm with Provable Guarantees 23 Feb 2018 shahviraj/pgdgan/src/dcgan_utils.py 8008047e6224c0e5 unverified MIT (permissive)
Laplacian-Steered Neural Style Transfer 5 Jul 2017 askerlee/lapstyle/tf-neural-style/neural_style.py d25e295e54f4d5a6 unverified AGPL-3.0 (copyleft) · pointer only
Deep Photo Style Transfer 22 Mar 2017 xuberance137/styleflow/neural_style.py e9d9cfa5605ea1a3 unverified no licence file found · pointer only
Compressed Sensing using Generative Models 9 Mar 2017 AshishBora/csgm/src/dcgan_utils.py 8008047e6224c0e5 unverified MIT (permissive)
Inverse Compositional Spatial Transformer Networks 12 Dec 2016 chenhsuanlin/inverse-compositional-STN/MNIST-pytorch/util.py 4497ff1ceb01b614 unverified MIT (permissive)
Invertible Conditional GANs for image editing 19 Nov 2016 nguyenquangduc2000/AttGAN/imlib/basic.py b50105e0a61b2c28 unverified MIT (permissive)
Is the deconvolution layer the same as a convolutional layer? 22 Sep 2016 atriumlts/subpixel/utils.py 88f203bb21490547 unverified MIT (permissive)
Semantic Image Inpainting with Deep Generative Models 26 Jul 2016 InternityFoundation/SemanticInpainting/image_helpers.py 88f203bb21490547 unverified no licence file found · pointer only
Generalizing Pooling Functions in Convolutional Neural Networks: Mixed, Gated, and Tree 30 Sep 2015 BeanGreen247/Python-AI-Arts/utils.py 8ac86cd34d9cb372 unverified Apache-2.0 (permissive)
A Neural Algorithm of Artistic Style 26 Aug 2015 anishathalye/neural-style/neural_style.py 3ba270f43555366d ran · honoured contract GPL-3.0 (copyleft) · pointer only
A Neural Algorithm of Artistic Style 26 Aug 2015 identical code first harvested elsewhere e9d9cfa5605ea1a3 unverified licence of this copy not recorded
Modular proximal optimization for multidimensional total-variation regularization 3 Nov 2014 elras/SoftsegmentNeurons/misc_code/tifffile.py 9fd1f6c411badbb6 unverified MIT (permissive)
Auto-Encoding Variational Bayes 20 Dec 2013 LynnHo/VAE-Tensorflow/imlib/basic.py 9f280946211388f6 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