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get_transform

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

get_transform appears in the code Syntology harvested for 75 papers, as 68 distinct code bodies found in 76 places (a place is one code body under one paper). At least one of them ran in 27 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 get_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 26 of the 68 distinct code bodies named get_transform; 42 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
24ran
42unverified
1fingerprinted

Licence is a property of each copy, so it is counted per place: 22 of the 76 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

75 papers shown of 75, newest first; 76 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 7 papers added by Syntology; 4 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
Feature Evolution and Migration during Vision Transformer Training * added by Syntology 2026-08 (from id) joonasrooben/VIT-Feature-Evolution-and-Migration/src/dataloader.py f725209201c5318c ran no licence file found · pointer only
DP-IVON-Gradsq: Differentially Private Squared-Gradient Improved Variational Online Newton added by Syntology 2026-07 (from id) NourJamoussi/DP-IVON-Gradsq/utils/data.py 9fdaa4278747b543 ran no licence file found · pointer only
Inside-Out: Measuring Generalization in Vision Transformers Through Inner Workings added by Syntology 2026-04 (from id) deep-real/GenCircuit/dataset_utils.py 2732127dfe219441 unverified no licence file found · pointer only
A Unified Shape-Aware Foundation Model for Time Series Classification added by Syntology 2026-01 (from id) qianlima-lab/UniShape/datapre/dataloader.py f5801fe8ae904972 unverified no licence file found · pointer only
RePro: Training Language Models to Faithfully Recycle the Web for Pretraining added by Syntology 2025-10 (from id) cxcscmu/RePro/pretrain/baselines/core/factories.py c22f387135336fa2 unverified no licence file found · pointer only
Taught Well Learned Ill: Towards Distillation-conditional Backdoor Attack added by Syntology 2025-09 (from id) WhitolfChen/SCAR/core/datasets.py f52fa7a6cf7865b5 unverified no licence file found · pointer only
ImageNet-trained CNNs are not biased towards texture: Revisiting feature reliance through controlled suppression added by Syntology 2025-09 (from id) tomburgert/feature-reliance/transform.py 6aed80c6ac291cff unverified no licence file found · pointer only
Long-term Traffic Simulation with Interleaved Autoregressive Motion and Scenario Generation 20 Jun 2025 orangesodahub/infgen/infgen/metrics/box_utils.py eb9a9a5324083bdd unverified MIT (permissive)
Underwater Image Enhancement with Cascaded Contrastive Learning 16 Nov 2024 lewis081/ccl-net/datasets/base_dataset.py 4422476a5dbbd521 unverified Apache-2.0 (permissive)
CameraHMR: Aligning People with Perspective 12 Nov 2024 pixelite1201/CameraHMR/CamSMPLify/losses.py e0393d93ee149a1e unverified no licence file found · pointer only
Vector Quantization Prompting for Continual Learning 27 Oct 2024 jiaolifengmi/VQ-Prompt/dataloaders/utils.py b682650616ae4f66 unverified MIT (permissive)
Advancing Open-Set Domain Generalization Using Evidential Bi-Level Hardest Domain Scheduler 26 Sep 2024 KPeng9510/EBiL-HaDS/dataset/dataloader.py f19d8d6fdcfd521d ran no licence file found · pointer only
Universal Novelty Detection Through Adaptive Contrastive Learning 20 Aug 2024 mojtaba-nafez/unode/datasets/datasets.py 97da93f54f25c345 ran MIT (permissive)
UNIT: Backdoor Mitigation via Automated Neural Distribution Tightening 16 Jul 2024 megum1/unit/utils.py 4ed2471bba21c78d ran MIT (permissive)
SOLO: A Single Transformer for Scalable Vision-Language Modeling 8 Jul 2024 yangyi-chen/solo/image_utils.py 390c4f58d5e587ff ran Apache-2.0 (permissive)
An Empirical Study into Clustering of Unseen Datasets with Self-Supervised Encoders 4 Jun 2024 scottclowe/zs-ssl-clustering/zs_ssl_clustering/data_transformations.py c0cd4e224662e2f7 ran MIT (permissive)
Few-shot Tuning of Foundation Models for Class-incremental Learning 26 May 2024 shuvenduroy/coact-fscil/dataloaders/helpter.py efe02552f3ea842a unverified MIT (permissive)
SEED-Data-Edit Technical Report: A Hybrid Dataset for Instructional Image Editing 7 May 2024 ailab-cvc/seed-x/src/processer/transforms.py bda035480e718551 ran licence not identified · pointer only
Probing Unlearned Diffusion Models: A Transferable Adversarial Attack Perspective 30 Apr 2024 hxxdtd/pund/src/attackers/utils/datasets.py 5bd0fa0e7a1dfa96 ran MIT (permissive)
GOAT-Bench: A Benchmark for Multi-Modal Lifelong Navigation 9 Apr 2024 Ram81/goat-bench/goat_bench/models/transforms.py 56e951aecf753858 ran no licence file found · pointer only
MedIAnomaly: A comparative study of anomaly detection in medical images 6 Apr 2024 caiyu6666/medianomaly/reconstruction/dataloaders/data_utils.py 31a8bc49b2cf4728 ran MIT (permissive)
PlainMamba: Improving Non-Hierarchical Mamba in Visual Recognition 26 Mar 2024 karl1109/scsegamba/datasets/base_dataset.py 2bc89c63fcdec2e2 unverified Apache-2.0 (permissive)
LOTUS: Evasive and Resilient Backdoor Attacks through Sub-Partitioning 25 Mar 2024 megum1/lotus/utils.py b428a29b59766a36 ran MIT (permissive)
Confidence Self-Calibration for Multi-Label Class-Incremental Learning 19 Mar 2024 Kaile-Du/CSC/CSC/src/helper_functions/voc_loader.py 80b45a8d2790ec7a ran no licence file found · pointer only
Prioritized Semantic Learning for Zero-shot Instance Navigation 18 Mar 2024 XinyuSun/PSL-InstanceNav/PSL/transforms.py 53e990915584e3ea ran no licence file found · pointer only
AuG-KD: Anchor-Based Mixup Generation for Out-of-Domain Knowledge Distillation 11 Mar 2024 IshiKura-a/AuG-KD/datasets/config.py a1e1448ca6c37f36 ran MIT (permissive)
PeerAiD: Improving Adversarial Distillation from a Specialized Peer Tutor 11 Mar 2024 jaewonalive/peeraid/datasets/datasets.py 171db828e58bdeb1 ran fingerprinted GPL-3.0 (copyleft) · pointer only
Few-shot Learner Parameterization by Diffusion Time-steps 5 Mar 2024 yue-zhongqi/tif/inference/methods/diffusion_classifier.py ac4ec1f65f41eb38 ran no licence file found · pointer only
LF-ViT: Reducing Spatial Redundancy in Vision Transformer for Efficient Image Recognition 8 Jan 2024 edgeai1/lf-vit/visualize.py 7d65fb83e43743c6 ran no licence file found · pointer only
DAFA: Distance-Aware Fair Adversarial Training 23 Jan 2024 rucy74/DAFA/datasets.py 240892d4d66578d4 ran no licence file found · pointer only
Calibration Attacks: A Comprehensive Study of Adversarial Attacks on Model Confidence 5 Jan 2024 phenetos/calibrationattack/get_data.py b0af5000c1b303cf ran no licence file found · pointer only
Neural Causal Abstractions 5 Jan 2024 CausalAILab/NeuralCausalAbstractions/src/datagen/img_transforms.py 00560aebab89a5aa unverified MIT (permissive)
Transferable Candidate Proposal with Bounded Uncertainty 7 Dec 2023 gokyeongryeol/TBU/active/dataset/data_utils.py 50d9500f54e43bd3 unverified MIT (permissive)
Recursive Visual Programming 4 Dec 2023 para-lost/rvp/base_models/inspyrenet/saliency_transforms.py bc2728b9cedba3e5 ran licence not identified · pointer only
Persistent Test-time Adaptation in Recurring Testing Scenarios 30 Nov 2023 hthieu166/petta/src/adapter/petta.py b0c4eab726f2ba98 ran · our draft was wrong no licence file found · pointer only
Reward Finetuning for Faster and More Accurate Unsupervised Object Discovery 29 Oct 2023 katieluo88/drift/downstream/OpenPCDet/pcdet/models/model_utils/rewards.py 91023f8c8d2127a6 ran · fixture could not drive it MIT (permissive)
Language Model Beats Diffusion -- Tokenizer is Key to Visual Generation 9 Oct 2023 bornfly-detachment/asymmetric_magvitv2/models/utils/image_op.py 241125f1cc6c1245 unverified MIT (permissive)
Class Incremental Learning via Likelihood Ratio Based Task Prediction 26 Sep 2023 linhaowei1/tpl/dataloader/data.py dba5ad60f27e075f ran no licence file found · pointer only
Continual Learning with Dynamic Sparse Training: Exploring Algorithms for Effective Model Updates 28 Aug 2023 muratonuryildirim/cl-with-dst/utils.py 898c0faacff5c599 ran MIT (permissive)
Generalizable Decision Boundaries: Dualistic Meta-Learning for Open Set Domain Generalization 18 Aug 2023 zzwdx/medic/dataset/dataloader.py 3a951f104dcca221 ran no licence file found · pointer only
Efficient Token-Guided Image-Text Retrieval with Consistent Multimodal Contrastive Training 15 Jun 2023 lcfractal/tgdt/data.py e7518699cbc1bd68 unverified MIT (permissive)
Recognizable Information Bottleneck 28 Apr 2023 lvyilin/recogib/dataset.py cd6049a3e9b44f81 unverified MIT (permissive)
UNICORN: A Unified Backdoor Trigger Inversion Framework 5 Apr 2023 ru-system-software-and-security/unicorn/dataloader.py 3e9cae1550f9ce0a unverified MIT (permissive)
Meta-Learning with a Geometry-Adaptive Preconditioner 4 Apr 2023 Suhyun777/CVPR23-GAP/transform.py 66e4c9d71b4f67a4 unverified MIT (permissive)
SIEDOB: Semantic Image Editing by Disentangling Object and Background 23 Mar 2023 WuyangLuo/SIEDOB/background/dataset.py dd5760d4e43fb47a unverified MIT (permissive)
Rethinking the Reverse-engineering of Trojan Triggers 27 Oct 2022 ru-system-software-and-security/featurere/dataloader.py ed14905f3d2e21d0 unverified MIT (permissive)
CLIFF: Carrying Location Information in Full Frames into Human Pose and Shape Estimation 1 Aug 2022 0jason000/CLIFF/common/imutils.py b77566a418a508e5 unverified Apache-2.0 (permissive)
Rewriting Geometric Rules of a GAN 28 Jul 2022 peterwang512/ganwarping/datasets/base_dataset.py 1a099aed69e16116 unverified MIT (permissive)
Learning to generate line drawings that convey geometry and semantics 23 Mar 2022 carolineec/informative-drawings/base_dataset.py e045b7099733bf40 unverified MIT (permissive)
Unsupervised Semantic Segmentation by Distilling Feature Correspondences 16 Mar 2022 leggedrobotics/self_supervised_segmentation/stego/utils.py 274d426926a54825 unverified MIT (permissive)
Coarse-to-fine Animal Pose and Shape Estimation 16 Nov 2021 chaneyddtt/coarse-to-fine-3d-animal/datasets/imutils.py 2168db1f5afbcd0d unverified MIT (permissive)
Rapid Neural Architecture Search by Learning to Generate Graphs from Datasets 2 Jul 2021 HayeonLee/MetaD2A/MetaD2A_mobilenetV3/process_dataset.py f2c3cad885f3c5a6 unverified MIT (permissive)
Plan2Scene: Converting Floorplans to 3D Scenes 9 Jun 2021 3dlg-hcvc/plan2scene/code/src/plan2scene/house_gen/geom_util.py 927270063dc77461 unverified MIT (permissive)
Are wider nets better given the same number of parameters? 27 Oct 2020 google-research/wide-sparse-nets/ResNet18/get_data.py 3e19ee5876fe48c6 unverified Apache-2.0 (permissive)
Certainty Equivalent Perception-Based Control 27 Aug 2020 modestyachts/certainty_equiv_perception_control/python/orb_utils.py 724873dfca4b83ff unverified MIT (permissive)
Fine-grained Visual Textual Alignment for Cross-Modal Retrieval using Transformer Encoders 12 Aug 2020 mesnico/TERAN/data.py e7518699cbc1bd68 unverified Apache-2.0 (permissive)
Who Left the Dogs Out? 3D Animal Reconstruction with Expectation Maximization in the Loop 21 Jul 2020 benjiebob/WLDO/dataset_dogs/imutils.py 2168db1f5afbcd0d unverified MIT (permissive)
Just How Toxic is Data Poisoning? A Unified Benchmark for Backdoor and Data Poisoning Attacks 22 Jun 2020 aks2203/poisoning-benchmark/learning_module.py d3a9b4364ec12c8d unverified MIT (permissive)
Transformer Reasoning Network for Image-Text Matching and Retrieval 20 Apr 2020 mesnico/TERN/data.py e7518699cbc1bd68 unverified Apache-2.0 (permissive)
360SD-Net: 360° Stereo Depth Estimation with Learnable Cost Volume 11 Nov 2019 albert100121/360SD-Net/dataloader/preprocess.py 229c631eafaeffd7 unverified MIT (permissive)
RandAugment: Practical automated data augmentation with a reduced search space 30 Sep 2019 zhanghang1989/fast-autoaug-torch/utils.py 4b57170196836cae unverified MIT (permissive)
Overcoming Catastrophic Forgetting with Unlabeled Data in the Wild 29 Mar 2019 kibok90/iccv2019-inc/utils.py 24fa1600fcd6215d unverified MIT (permissive)
MSG-GAN: Multi-Scale Gradients for Generative Adversarial Networks 14 Mar 2019 akanimax/BMSG-GAN/sourcecode/data_processing/DataLoader.py d52b4c878ccdf30d unverified MIT (permissive)
GNNExplainer: Generating Explanations for Graph Neural Networks 10 Mar 2019 tsy935/readmit-stgnn/cxr/extract_cxr_features.py d95d163bbf721125 unverified MIT (permissive)
Variational Discriminator Bottleneck: Improving Imitation Learning, Inverse RL, and GANs by Constraining Information Flow 1 Oct 2018 akanimax/Variational_Discriminator_Bottleneck/source/data_processing/DataLoader.py e36470391de100a1 unverified MIT (permissive)
Self-Attention Generative Adversarial Networks 21 May 2018 akanimax/attn_gan_pytorch/samples/data_processing/DataLoader.py e36470391de100a1 unverified MIT (permissive)
YOLOv3: An Incremental Improvement 8 Apr 2018 DevBruce/YOLOv3-TF2/libs/utils/augs.py 5a7d8b60a457be7b unverified MIT (permissive)
StackGAN++: Realistic Image Synthesis with Stacked Generative Adversarial Networks 19 Oct 2017 akanimax/T2F/implementation/data_processing/DataLoader.py e36470391de100a1 unverified MIT (permissive)
Progressive Growing of GANs for Improved Quality, Stability, and Variation 27 Oct 2017 alexeyhorkin/ProGAN-PyTorch/pro_gan_pytorch/DataTools.py e36470391de100a1 unverified MIT (permissive)
Progressive Growing of GANs for Improved Quality, Stability, and Variation 27 Oct 2017 akanimax/pro_gan_pytorch/pro_gan_pytorch/data_tools.py 52d84f33d99f9e78 unverified MIT (permissive)
Unsupervised Representation Learning with Deep Convolutional Generative Adversarial Networks 19 Nov 2015 akanimax/dcgan_pytorch/data_processing/DataLoader.py e36470391de100a1 unverified MIT (permissive)
You Only Look Once: Unified, Real-Time Object Detection 8 Jun 2015 DevBruce/YOLOv1-TF2/datasets/voc_tfds/augs.py 95f6f07be74f33f8 unverified MIT (permissive)
arXiv:aaai_25860 ChenMnZ/CF-ViT/visualize.py 7d65fb83e43743c6 ran Apache-2.0 (permissive)
arXiv:aaai_25383 PRIS-CV/Bi-FRN/datasets/transform_manager.py 0a016116ac2ed8ff unverified MIT (permissive)
arXiv:Huang_AnomalyNCD_Towards_Novel_Anomaly_Class_Discovery_in_Industrial_Scenarios_CVPR_2025_paper HUST-SLOW/AnomalyNCD/datasets/transform.py da6d1f911aedf8aa unverified MIT (permissive)
arXiv:136780474 dengyecode/hourglassattention/dataloader/data_loader.py 794824c043b9146c 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".

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