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normalize_image

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

normalize_image appears in the code Syntology harvested for 28 papers, as 22 distinct code bodies found in 28 places (a place is one code body under one paper). At least one of them ran in 10 of the papers; 4 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 normalize_image 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 7 of the 22 distinct code bodies named normalize_image; 15 are unverified. One tile per status, in the site's fixed vocabulary, each code body counted once:

0ran · honoured contract
0ran · violated contract
0ran · our draft was wrong
2ran · fixture could not drive it
5ran
15unverified
4fingerprinted

Licence is a property of each copy, so it is counted per place: 10 of the 28 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

28 papers shown of 28, newest first; 28 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 3 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
DGNet: Dual-knowledge Guided Network for Infrared Small Target Detection added by Syntology 2026-09 (from id) iLearn-Lab/MM26-DGNet/utils.py 95b3a763a93f5c20 unverified Apache-2.0 (permissive)
Stylizing ViT: Anatomy-Preserving Instance Style Transfer for Domain Generalization added by Syntology 2026-01 (from id) sdoerrich97/stylizing-vit/stylizing_vit/util.py bb34211615c52585 unverified Apache-2.0 (permissive)
VESSA: Video-based objEct-centric Self-Supervised Adaptation for Visual Foundation Models added by Syntology 2025-10 (from id) jesimonbarreto/VESSA/src/CO3D_dataset.py 9e3e4cfaccce750d unverified no licence file found · pointer only
CoMotion: Concurrent Multi-person 3D Motion 16 Apr 2025 apple/ml-comotion/src/comotion_demo/utils/dataloading.py 29ef9539a2d223c9 ran · fixture could not drive it fingerprinted licence not identified · pointer only
Attacking Multimodal OS Agents with Malicious Image Patches 13 Mar 2025 AIchberger/mip-against-agent/src/mip_attack/model.py 0d40f28ae88b0be6 unverified Apache-2.0 (permissive)
FoundationStereo: Zero-Shot Stereo Matching 17 Jan 2025 NVlabs/FoundationStereo/core/foundation_stereo.py 1c5a401752019e06 ran · fixture could not drive it fingerprinted licence not identified · pointer only
ImageFlowNet: Forecasting Multiscale Image-Level Trajectories of Disease Progression with Irregularly-Sampled Longitudinal Medical Images 20 Jun 2024 ChenLiu-1996/ImageFlowNet/src/datasets/brain_gbm.py f27d2f369a0fc269 ran fingerprinted licence not identified · pointer only
Physical 3D Adversarial Attacks against Monocular Depth Estimation in Autonomous Driving 26 Mar 2024 Gandolfczjh/3D2Fool/utils.py 332a1ab65ab9e5a1 ran fingerprinted no licence file found · pointer only
FLAME Diffuser: Wildfire Image Synthesis using Mask Guided Diffusion 6 Mar 2024 AIS-Clemson/FLAME_SD/Flame_diffuser_binary_mask.py 47aeec286315d0f5 unverified no licence file found · pointer only
Critical Influence of Overparameterization on Sharpness-aware Minimization 29 Nov 2023 log-postech/sam-overparam/input_pipeline.py 70045adf02f53c3d ran no licence file found · pointer only
RoboDepth: Robust Out-of-Distribution Depth Estimation under Corruptions 23 Oct 2023 TJ-IPLab/DNet/utils.py 332a1ab65ab9e5a1 ran fingerprinted no licence file found · pointer only
Adapting Segment Anything Model for Change Detection in HR Remote Sensing Images 4 Sep 2023 ggsding/sam-cd/datasets/Levir_CD.py ac96c487a84274f0 ran no licence file found · pointer only
High Fidelity 3D Hand Shape Reconstruction via Scalable Graph Frequency Decomposition 8 Jul 2023 tyluann/FreqHand/main/model.py 7366678241e8e560 ran no licence file found · pointer only
S2P: State-conditioned Image Synthesis for Data Augmentation in Offline Reinforcement Learning 30 Sep 2022 dsshim0125/s2p/multiworld_custom/core/image_env.py f725932e0f8878f4 unverified MIT (permissive)
The Manifold Hypothesis for Gradient-Based Explanations 15 Jun 2022 tml-tuebingen/explanations-manifold/replicate-paper/other_datasets/util.py c1cf41bab864699c unverified MIT (permissive)
Vision GNN: An Image is Worth Graph of Nodes 1 Jun 2022 lccol/vig-eo/run_training.py 6f6471b9561767b8 unverified Apache-2.0 (permissive)
Sharpness-Aware Minimization for Efficiently Improving Generalization 3 Oct 2020 google-research/sam/sam_jax/datasets/dataset_source_imagenet.py 245dfb545218b755 unverified Apache-2.0 (permissive)
Efficient Neighbourhood Consensus Networks via Submanifold Sparse Convolutions 22 Apr 2020 ignacio-rocco/sparse-ncnet/lib/normalization.py 68162679b97bdf55 unverified MIT (permissive)
Correspondence Networks with Adaptive Neighbourhood Consensus 26 Mar 2020 ActiveVisionLab/ANCNet/lib/normalization.py 68162679b97bdf55 unverified BSD-2-Clause (permissive)
Meta-World: A Benchmark and Evaluation for Multi-Task and Meta Reinforcement Learning 24 Oct 2019 CAVED123/METAWORLD/metaworld/core/image_env.py f725932e0f8878f4 unverified MIT (permissive)
gradSLAM: Automagically differentiable SLAM 23 Oct 2019 gradslam/gradslam/gradslam/datasets/datautils.py 8ef8cf89974066d5 unverified MIT (permissive)
Objects as Points 16 Apr 2019 see--/keras-centernet/keras_centernet/models/networks/hourglass.py 9c6adb62e5178684 unverified MIT (permissive)
Depth from Videos in the Wild: Unsupervised Monocular Depth Learning from Unknown Cameras 10 Apr 2019 bolianchen/pytorch_depth_from_videos_in_the_wild/lib/img_processing.py 332a1ab65ab9e5a1 ran fingerprinted MIT (permissive)
Neighbourhood Consensus Networks 24 Oct 2018 JiwonCocoder/matching1/lib/normalization.py 68162679b97bdf55 unverified MIT (permissive)
Digging Into Self-Supervised Monocular Depth Estimation 4 Jun 2018 IcarusWizard/monodepth2-paddle/utils.py 8749078cf4be8f13 unverified Apache-2.0 (permissive)
Convolutional neural network architecture for geometric matching 16 Mar 2017 ignacio-rocco/cnngeometric_pytorch/image/normalization.py 6afbb61727662c3f unverified MIT (permissive)
Unsupervised Cross-Domain Image Generation 7 Nov 2016 kaonashi-tyc/zi2zi/model/utils.py 45420560ebfbf987 unverified Apache-2.0 (permissive)
arXiv:Zhou_R-MSFM_Recurrent_Multi-Scale_Feature_Modulation_for_Monocular_Depth_Estimating_ICCV_2021_paper jsczzzk/R-MSFM/utils.py 332a1ab65ab9e5a1 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".

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