Home › Code › extract_features

extract_features

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

extract_features appears in the code Syntology harvested for 73 papers, as 67 distinct code bodies found in 81 places (a place is one code body under one paper). At least one of them ran in 17 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 extract_features 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 17 of the 67 distinct code bodies named extract_features; 50 are unverified. One tile per status, in the site's fixed vocabulary, each code body counted once:

1ran · honoured contract
0ran · violated contract
3ran · our draft was wrong
0ran · fixture could not drive it
13ran
50unverified
0fingerprinted

Licence is a property of each copy, so it is counted per place: 19 of the 81 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

73 papers shown of 73, newest first; 81 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; 7 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
METACASTER: Meta-Harness-Optimized Agent for End-to-End Few-Shot Learning of Lightweight Time Series Forecasters added by Syntology 2026-08 (from id) D2I-Group/metacaster/eval/generation_quality.py 27464d7296020b78 ran MIT (permissive)
Agentic Cost-Aware Query Planning with Knowledge Distillation for Big Data Analytics added by Syntology 2026-05 (from id) mahdinaser/agentic-kd-planner/agentic_kd_planner.py 5ce5caa7c7ab66fa ran · honoured contract no licence file found · pointer only
When Career Data Runs Out: Structured Feature Engineering and Signal Limits for Founder Success Prediction added by Syntology 2026-04 (from id) ihlamury/vcbench/features/extract_structured.py cbc1c01f13a27aff unverified MIT (permissive)
Deep Learning Pose Estimation for Multi-Label Phenotyping of Co-Occurring Hyperkinetic Movement Disorders added by Syntology 2026-02 (from id) xaviervasques/CODY/combined/combined_hmd.py ebc4c249b3ca97c0 unverified MIT (permissive)
Deep Learning Pose Estimation for Multi-Label Phenotyping of Co-Occurring Hyperkinetic Movement Disorders added by Syntology 2026-02 (from id) xaviervasques/CODY/patients/patient.py ca0ddaa851a9ba96 unverified MIT (permissive)
Deep Learning Pose Estimation for Multi-Label Phenotyping of Co-Occurring Hyperkinetic Movement Disorders added by Syntology 2026-02 (from id) xaviervasques/CODY/tasks/task.py 416001470e98cbb9 unverified MIT (permissive)
PrivLEX: Detecting legal concepts in images through Vision-Language Models added by Syntology 2026-01 (from id) idiap/privlex/pipeline/backbone_model/extract_features.py 84e86295f7b1b2f4 unverified no licence file found · pointer only
Open Ad-hoc Categorization with Contextualized Feature Learning added by Syntology 2025-12 (from id) Wayne2Wang/OAK/visualize_tsne.py 585dcab349137ace unverified MIT (permissive)
Perturb a Model, Not an Image: Towards Robust Privacy Protection via Anti-Personalized Diffusion Models added by Syntology 2025-11 (from id) KU-VGI/APDM/evaluation/fid.py 6ecd3c07d559c10c unverified no licence file found · pointer only
arXiv:2507.01884 2025-07 (from id) zhoujiahuan1991/ICCV2025-SPRED/reid/evaluators.py c5a085ecbb1207a5 unverified no licence file found · pointer only
Scalable Real2Sim: Physics-Aware Asset Generation Via Robotic Pick-and-Place Setups 2025-03 (from id) nepfaff/scalable-real2sim/scalable_real2sim/data_processing/image_subsampling.py 9d0f3f3368616292 unverified MIT (permissive)
Generalizable Person Re-identification via Balancing Alignment and Uniformity 18 Nov 2024 yoonkicho/BAU/bau/evaluators.py 67f354d0d3d81d43 unverified MIT (permissive)
Are CLIP features all you need for Universal Synthetic Image Origin Attribution? 17 Aug 2024 ciodar/universalattribution/utils/feature_extraction.py 5c806edc39b7b930 ran no licence file found · pointer only
The 3D-PC: a benchmark for visual perspective taking in humans and machines 6 Jun 2024 serre-lab/VPT/run_linear_probe.py 756bdbc4146b4e23 ran CC-BY-4.0 · pointer only
The 3D-PC: a benchmark for visual perspective taking in humans and machines 6 Jun 2024 serre-lab/VPT/run_linear_probe_fd.py 17c82de4f00dea9c ran CC-BY-4.0 · pointer only
Generative Unlearning for Any Identity 16 May 2024 KHU-AGI/GUIDE/evaluate_fid.py 7f2564dfbc5014d9 ran no licence file found · pointer only
Fast One-Stage Unsupervised Domain Adaptive Person Search 5 May 2024 whbdmu/FOUS/ReLL/evaluators.py 962810c012a60817 unverified no licence file found · pointer only
Improving Diversity of Commonsense Generation by Large Language Models via In-Context Learning 25 Apr 2024 AvataGarde/In_Context_Diversification/eval/joint.py c581abcda8f3c1fc unverified no licence file found · pointer only
AnyPattern: Towards In-context Image Copy Detection 21 Apr 2024 wangwenhao0716/anypattern/Train/dg/evaluators.py 66e24510952a66e6 unverified MIT (permissive)
Model Selection with Model Zoo via Graph Learning 5 Apr 2024 transfergraph/transfergraph/src/transfergraph/transferability_estimation/feature_utils.py 921ae7f850f54ede unverified no licence file found · pointer only
On Pretraining Data Diversity for Self-Supervised Learning 20 Mar 2024 hammoudhasan/diversityssl/main_knn.py 8916e0f98b777300 ran MIT (permissive)
Do Generated Data Always Help Contrastive Learning? 19 Mar 2024 PKU-ML/adainf/solo-learn/main_knn.py 8916e0f98b777300 ran no licence file found · pointer only
SLCF-Net: Sequential LiDAR-Camera Fusion for Semantic Scene Completion using a 3D Recurrent U-Net 13 Mar 2024 helincao618/SLCF-Net/slcfnet/models/modules.py 7210b5f5a141b06d unverified MIT (permissive)
Learning Commonality, Divergence and Variety for Unsupervised Visible-Infrared Person Re-identification 29 Feb 2024 shijiangming1/pclhd/clustercontrast/evaluators.py 0357ccf76f61b05e unverified MIT (permissive)
ChAda-ViT : Channel Adaptive Attention for Joint Representation Learning of Heterogeneous Microscopy Images 26 Nov 2023 nicoboou/chada_vit/main_knn.py d05dc9d5b1b33b45 ran Apache-2.0 (permissive)
Revisiting Supervision for Continual Representation Learning 22 Nov 2023 danielm1405/sl-vs-ssl-cl/main_eval_transfer_knn.py 2c0a957445944395 ran MIT (permissive)
Revisiting Supervision for Continual Representation Learning 22 Nov 2023 danielm1405/sl-vs-ssl-cl/main_knn.py 71100c26c7ffe43b ran MIT (permissive)
CA-Jaccard: Camera-aware Jaccard Distance for Person Re-identification 17 Nov 2023 chen960/ca-jaccard/caj/evaluators.py 962810c012a60817 unverified MIT (permissive)
Did the Neurons Read your Book? Document-level Membership Inference for Large Language Models 23 Oct 2023 computationalprivacy/document-level-membership-inference/src/feature_extraction.py 19d90f1525de7b3c ran MIT (permissive)
LMC: Large Model Collaboration with Cross-assessment for Training-Free Open-Set Object Recognition 22 Sep 2023 harryqu123/lmc/utils_/dino_utils.py ed394a93b09b7cee ran MIT (permissive)
Cost-effective On-device Continual Learning over Memory Hierarchy with Miro 11 Aug 2023 omnia-unist/Miro/lib/utils.py c05b7acc2331bbba ran no licence file found · pointer only
Heterogeneous Forgetting Compensation for Class-Incremental Learning 7 Aug 2023 JiahuaDong/HFC/rehearsal.py c4a2a6fc8d847c56 unverified no licence file found · pointer only
Lightweight Learner for Shared Knowledge Lifelong Learning 24 May 2023 gyhandy/shared-knowledge-lifelong-learning/gmmc_grid_search/feature_extraction.py c6d1cdfbbcfa0198 unverified CC0-1.0 (permissive)
Multimodal Chain-of-Thought Reasoning in Language Models 2 Feb 2023 amazon-science/mm-cot/extract_features.py 2ca16095ff60ecfc unverified Apache-2.0 (permissive)
Visual Spatial Reasoning 30 Apr 2022 cambridgeltl/visual-spatial-reasoning/feature_extraction/visualbert/extract_img_features.py 7bdaa688884a132e unverified Apache-2.0 (permissive)
Realistic Evaluation of Transductive Few-Shot Learning 24 Apr 2022 oveilleux/realistic_transductive_few_shot/src/methods/tim.py 1e25337f3b8c7d05 ran · our draft was wrong no licence file found · pointer only
Simplicial Embeddings in Self-Supervised Learning and Downstream Classification 1 Apr 2022 lavoiems/simplicial-embeddings/main_knn.py 8916e0f98b777300 ran MIT (permissive)
TransEditor: Transformer-Based Dual-Space GAN for Highly Controllable Facial Editing 31 Mar 2022 billyxyb/transeditor/metrics/calc_inception.py 826a4bfd8b5cb2fc unverified MIT (permissive)
GIRAFFE HD: A High-Resolution 3D-aware Generative Model 28 Mar 2022 austinxy/giraffehd/calc_inception.py 826a4bfd8b5cb2fc unverified MIT (permissive)
Fast 3D registration with accurate optimisation and little learning for Learn2Reg 2021 6 Dec 2021 multimodallearning/convexadam/src/convexAdam/convex_adam_nnUNet.py f3615f69596cbf89 unverified Apache-2.0 (permissive)
Image Quality Assessment using Contrastive Learning 25 Oct 2021 pavancm/conviqt/demo_score.py 1b53c30cc8acccc3 ran · our draft was wrong no licence file found · pointer only
BlendGAN: Implicitly GAN Blending for Arbitrary Stylized Face Generation 22 Oct 2021 songquanpeng/BlendGAN/calc_inception.py 826a4bfd8b5cb2fc unverified MIT (permissive)
Alias-Free Generative Adversarial Networks 23 Jun 2021 duskvirkus/alias-free-gan-pytorch-lightning/src/stylegan2/calc_inception.py 826a4bfd8b5cb2fc unverified MIT (permissive)
TransMatcher: Deep Image Matching Through Transformers for Generalizable Person Re-identification 30 May 2021 ShengcaiLiao/QAConv/reid/evaluators.py 31d7e2c3ae921a59 unverified MIT (permissive)
Transforming the Latent Space of StyleGAN for Real Face Editing 29 May 2021 AnonSubm2021/TransStyleGAN/metrics/calc_inception.py 826a4bfd8b5cb2fc unverified Apache-2.0 (permissive)
Semi-supervised Learning for Identifying the Likelihood of Agitation in People with Dementia 14 May 2021 RoonakR/Agitation_detection/utils/utils.py 59473117e43536ff unverified MIT (permissive)
An Empirical Study of Vehicle Re-Identification on the AI City Challenge 20 May 2021 michuanhaohao/AICITY2021_Track2_DMT/train_stage2_v1.py f419ea700861ea83 unverified MIT (permissive)
DER: Dynamically Expandable Representation for Class Incremental Learning 31 Mar 2021 Rhyssiyan/DER-ClassIL.pytorch/inclearn/models/incmodel.py 3df51f2e829fae0e ran MIT (permissive)
Cluster Contrast for Unsupervised Person Re-Identification 22 Mar 2021 alibaba/cluster-contrast/clustercontrast/evaluators.py 962810c012a60817 unverified MIT (permissive)
Closed-Form Factorization of Latent Semantics in GANs 13 Jul 2020 akashgit/stylegan2_wt/calc_inception.py 826a4bfd8b5cb2fc unverified MIT (permissive)
Surpassing Real-World Source Training Data: Random 3D Characters for Generalizable Person Re-Identification 23 Jun 2020 VideoObjectSearch/RandPerson/trainCode/Source/reid/evaluators.py eb7f07431afdd0dd unverified Apache-2.0 (permissive)
Minimax Lower Bounds for Transfer Learning with Linear and One-hidden Layer Neural Networks 16 Jun 2020 z-fabian/TransferLowerbounds/create_datasets.py 69979c945747896e ran · our draft was wrong no licence file found · pointer only
Attentive WaveBlock: Complementarity-enhanced Mutual Networks for Unsupervised Domain Adaptation in Person Re-identification and Beyond 11 Jun 2020 WangWenhao0716/Attentive-WaveBlock/awb/evaluators.py 66e24510952a66e6 unverified MIT (permissive)
Self-supervising Fine-grained Region Similarities for Large-scale Image Localization 6 Jun 2020 yxgeee/SFRS/ibl/evaluators.py bae9889083059622 unverified MIT (permissive)
Span-based Localizing Network for Natural Language Video Localization 29 Apr 2020 IsaacChanghau/VSLNet/prepare/extract_activitynet.py 165f82154890ed43 unverified MIT (permissive)
Generative Feature Replay For Class-Incremental Learning 20 Apr 2020 xialeiliu/GFR-IL/evaluations/extract_featrure.py f927f023b7b44333 unverified MIT (permissive)
ASLFeat: Learning Local Features of Accurate Shape and Localization 23 Mar 2020 YanLiqi/HAF/haf/evaluators.py cff5e5721c260016 unverified MIT (permissive)
UnOVOST: Unsupervised Offline Video Object Segmentation and Tracking 15 Jan 2020 idilesenzulfikar/UNOVOST/tracker/alternative_ReID.py 8d09082fc09dda26 unverified MIT (permissive)
Analyzing and Improving the Image Quality of StyleGAN 3 Dec 2019 alekseynp/stylegan2-pytorch/calc_inception.py 826a4bfd8b5cb2fc unverified MIT (permissive)
DRiLLS: Deep Reinforcement Learning for Logic Synthesis 11 Nov 2019 scale-lab/DRiLLS/drills/features.py 21569e2076b23235 unverified BSD-3-Clause (permissive)
Generating Classification Weights with GNN Denoising Autoencoders for Few-Shot Learning 3 May 2019 gidariss/wDAE_GNN_FewShot/low_shot_learning/algorithms/classification/utils.py 7c7f583a37437002 unverified MIT (permissive)
Invariance Matters: Exemplar Memory for Domain Adaptive Person Re-identification 3 Apr 2019 zhunzhong07/ECN/reid/evaluators.py a4eea4bd3cfe2026 unverified Apache-2.0 (permissive)
Perceive Where to Focus: Learning Visibility-aware Part-level Features for Partial Person Re-identification 1 Apr 2019 YifanSun-ReID/VPM-reID/reid/evaluators.py 25770f415d336fca unverified BSD-2-Clause (permissive)
Perceive Where to Focus: Learning Visibility-aware Part-level Features for Partial Person Re-identification 1 Apr 2019 YifanSun-ReID/VPM-reID/reid/evaluators_adaptive_part.py 071c5eaccfef0c9d unverified BSD-2-Clause (permissive)
Unsupervised Domain Adaptive Re-Identification: Theory and Practice 30 Jul 2018 LcDog/DomainAdaptiveReID/reid/evaluators.py 334bb1b1add56179 unverified MIT (permissive)
Two at Once: Enhancing Learning and Generalization Capacities via IBN-Net 25 Jul 2018 jihaoxuanye/MetaPRD/mprd/evaluators.py 962810c012a60817 unverified MIT (permissive)
Two at Once: Enhancing Learning and Generalization Capacities via IBN-Net 25 Jul 2018 leeboomla/calr/calr/evaluators.py c27e5ae68871b4b0 unverified MIT (permissive)
Resource Aware Person Re-identification across Multiple Resolutions 22 May 2018 mileyan/DARENet/extract_features.py 16155fa3d8322d03 unverified MIT (permissive)
Learning Descriptor Networks for 3D Shape Synthesis and Analysis 2 Apr 2018 jianwen-xie/3DDescriptorNet/train_classification.py 698f238bfd822c2d unverified MIT (permissive)
Dynamic Routing Between Capsules 26 Oct 2017 anastasios-stamoulis/deep-learning-with-csharp-and-cntk/Python/ch5-3.py e9572b0ab2492828 unverified MIT (permissive)
Learning Deep Features for Discriminative Localization 14 Dec 2015 HRanWang/SA/reid/evaluators.py a3a0b6aa3ef1629d unverified MIT (permissive)
A Neural Algorithm of Artistic Style 26 Aug 2015 FulminisH/Style-Transfer/extract_features.py df576e9338287aa8 unverified no licence file found · pointer only
A Neural Algorithm of Artistic Style 26 Aug 2015 Shilpil/style-transfer/vgg_net.py 55fcf10ed18bde59 unverified MIT (permissive)
Show, Attend and Tell: Neural Image Caption Generation with Visual Attention 10 Feb 2015 yurayli/image_caption_pytorch/solver.py 92cdbcd5d83f0f6d unverified MIT (permissive)
arXiv:aaai_28092 lhf12278/FCM-ReID/clustercontrast/evaluators.py bb8dbdcac5e6d406 unverified MIT recorded; this copy not marked cleared · pointer only
arXiv:aaai_19970 LunarShen/SECRET/secret/metrics/Partevaluators.py 105493f93db8d70d unverified MIT (permissive)
arXiv:aaai_19970 LunarShen/SECRET/secret/metrics/evaluators.py 9717a32e72af0af3 unverified MIT (permissive)
arXiv:Xu_Distribution-aware_Knowledge_Prototyping_for_Non-exemplar_Lifelong_Person_Re-identification_CVPR_2024_paper zhoujiahuan1991/CVPR2024-DKP/reid/evaluators.py d666f30e7871ef91 unverified MIT (permissive)
arXiv:Lin_From_Elements_to_Design_A_Layered_Approach_for_Automatic_Graphic_CVPR_2025_paper CyberAgentAILab/OpenCOLE/src/opencole/evaluation/clip.py bdbceab7baa2dad8 unverified Apache-2.0 (permissive)
arXiv:Chen_CA-Jaccard_Camera-aware_Jaccard_Distance_for_Person_Re-identification_CVPR_2024_paper chen960/CA-Jaccard/caj/evaluators.py 962810c012a60817 unverified MIT (permissive)
arXiv:136740192 CASIA-IVA-Lab/PASS-reID/PASS_cluster_contrast_reid/clustercontrast/evaluators.py bb8dbdcac5e6d406 unverified Apache-2.0 (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