Home › Code › get_features

get_features

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

get_features appears in the code Syntology harvested for 57 papers, as 51 distinct code bodies found in 62 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 get_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 16 of the 51 distinct code bodies named get_features; 35 are unverified. One tile per status, in the site's fixed vocabulary, each code body counted once:

5ran · honoured contract
0ran · violated contract
7ran · our draft was wrong
2ran · fixture could not drive it
2ran
35unverified
0fingerprinted

Licence is a property of each copy, so it is counted per place: 29 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

57 papers shown of 57, 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, and the graph's for 7 papers added by Syntology; 2 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
Model Merging on Loss Landscape: A Geometry Perspective added by Syntology 2026-05 (from id) mlfoundations/task_vectors/src/datasets/common.py 3b97c12751c0cf5b unverified no licence file found · pointer only
Lowering the Barrier to IREX Participation: Open-Source Algorithms, Toolkit, and Benchmarking for Iris Recognition added by Syntology 2026-05 (from id) CVRL/PBM/helper_methods.py 65cd3aa6cac7db06 ran BSD-2-Clause (permissive)
Optimal Regret for Policy Optimization in Contextual Bandits added by Syntology 2026-02 (from id) vowpalwabbit/vowpal_wabbit/demo/advertising/naive_baseline.py cf20a46278653526 unverified licence not identified · pointer only
Cascaded Flow Matching for Heterogeneous Tabular Data with Mixed-Type Features added by Syntology 2026-01 (from id) vanderschaarlab/synthcity/src/synthcity/metrics/_utils.py 4f27292c5ebe68b7 unverified Apache-2.0 (permissive)
DAVIS: OOD Detection via Dominant Activations and Variance for Increased Separation added by Syntology 2026-01 (from id) epsilon-2007/DAVIS/utils/score.py 05d4789a4f644b81 ran · our draft was wrong no licence file found · pointer only
Human-AI Co-design for Clinical Prediction Models added by Syntology 2026-01 (from id) jjfenglab/HACHI/src/ensemble_trainer/greedy_concept_selector.py b0bcd9a5ee0ca100 ran · honoured contract GPL-3.0 (copyleft) · pointer only
On the Convergence Rate of LoRA Gradient Descent added by Syntology 2025-12 (from id) siqiaomu/lora/feature_extraction.py 3c8cdb15842f969b unverified no licence file found · pointer only
CALM: Consensus-Aware Localized Merging for Multi-Task Learning 16 Jun 2025 yankd22/calm/src/datasets/common.py 3b97c12751c0cf5b unverified no licence file found · pointer only
Instruct-CLIP: Improving Instruction-Guided Image Editing with Automated Data Refinement Using Contrastive Learning 24 Mar 2025 SherryXTChen/Instruct-CLIP/model.py 86961ea7f4dc10d3 ran · our draft was wrong Apache-2.0 (permissive)
Multi-Perspective Data Augmentation for Few-shot Object Detection 25 Feb 2025 nvakhoa/mpad/mpad_generation/main_generate_data.py 747fa523e7e9b04b ran · honoured contract no licence file found · pointer only
CLaMP 3: Universal Music Information Retrieval Across Unaligned Modalities and Unseen Languages 2025-02 (from id) sanderwood/clamp3/inference/clamp3_score.py 33dfdbcc3d495cb8 unverified MIT (permissive)
CLaMP 3: Universal Music Information Retrieval Across Unaligned Modalities and Unseen Languages 2025-02 (from id) sanderwood/clamp3/inference/clamp3_eval.py 3f1865499c582a59 unverified MIT (permissive)
WILDCHAT-50M: A Deep Dive Into the Role of Synthetic Data in Post-Training 30 Jan 2025 penfever/wildchat-50m/src/core/generate_model_responses.py 28053bf1dae0da2c unverified Apache-2.0 (permissive)
EpiCoder: Encompassing Diversity and Complexity in Code Generation 8 Jan 2025 DeepLearnXMU/EpiCoder/extract/construct_tree.py e6d8c07fb59f049e unverified MIT recorded; this copy not marked cleared · pointer only
Revisiting Weight Averaging for Model Merging 11 Dec 2024 JH-GEECS/CART_public/src/dataset/common.py 3b97c12751c0cf5b unverified no licence file found · pointer only
Going Beyond Feature Similarity: Effective Dataset Distillation based on Class-Aware Conditional Mutual Information 13 Dec 2024 ndhg1213/CMIDD/IDC/coreset.py 27c45694acd469da unverified no licence file found · pointer only
Dual Risk Minimization: Towards Next-Level Robustness in Fine-tuning Zero-Shot Models 29 Nov 2024 vaynexie/DRM/src/datasets/common.py 4b5474dbf23edd87 unverified no licence file found · pointer only
Robust Fine-tuning of Zero-shot Models via Variance Reduction 11 Nov 2024 BeierZhu/VRF/src/datasets/common.py 3b97c12751c0cf5b unverified no licence file found · pointer only
LiNeS: Post-training Layer Scaling Prevents Forgetting and Enhances Model Merging 22 Oct 2024 wang-kee/LiNeS/src/datasets/common.py 3b97c12751c0cf5b unverified MIT (permissive)
A Retention-Centric Framework for Continual Learning with Guaranteed Model Developmental Safety 4 Oct 2024 ganglii/devsafety/src/datasets/common.py 7727c964cfcd56e6 unverified no licence file found · pointer only
Identifying Knowledge Editing Types in Large Language Models 29 Sep 2024 xpq-tech/keti/extract_features.py 96c1f23ed670da04 unverified MIT (permissive)
Potion: Towards Poison Unlearning 13 Jun 2024 if-loops/towards_poison_unlearning/src/analyze_feats.py d17fd04d5d7ea7a0 unverified GPL-3.0 (copyleft) · pointer only
Let Go of Your Labels with Unsupervised Transfer 11 Jun 2024 mlbio-epfl/turtle/precompute_representations.py b300ef9fae8f3a37 ran · honoured contract no licence file found · pointer only
The Unmet Promise of Synthetic Training Images: Using Retrieved Real Images Performs Better 7 Jun 2024 scottgeng00/unmet-promise/adapt/src/datasets/common.py 3ccb94c5b63b85a6 unverified MIT (permissive)
CLIPScope: Enhancing Zero-Shot OOD Detection with Bayesian Scoring 23 May 2024 fu1001hao/clipscope/CLIPScope.py 0143ebb6ea0e7ac9 ran · our draft was wrong no licence file found · pointer only
Localizing Task Information for Improved Model Merging and Compression 13 May 2024 nik-dim/tall_masks/src/datasets/common.py 3b97c12751c0cf5b unverified MIT (permissive)
LLM as Dataset Analyst: Subpopulation Structure Discovery with Large Language Model 3 May 2024 llm-as-dataset-analyst/SSDLLM/step2_criteria_initialization/Step2.3_InitializingCriterias.py 5dd05e4643e18e77 unverified no licence file found · pointer only
Multisize Dataset Condensation 10 Mar 2024 he-y/Multisize-Dataset-Condensation/coreset.py 27c45694acd469da unverified MIT (permissive)
Corrective Machine Unlearning 21 Feb 2024 drimpossible/corrective-unlearning-bench/src/analyze_feats.py d17fd04d5d7ea7a0 unverified GPL-3.0 (copyleft) · pointer only
QuRating: Selecting High-Quality Data for Training Language Models 15 Feb 2024 princeton-nlp/qurating/analysis/cluster.py 16c94cce1b3d8fd4 unverified no licence file found · pointer only
Machine Vision Therapy: Multimodal Large Language Models Can Enhance Visual Robustness via Denoising In-Context Learning 5 Dec 2023 tmllab/2024_icml_dicl/ImageNet_datasets/common.py 7727c964cfcd56e6 unverified MIT (permissive)
Towards Calibrated Robust Fine-Tuning of Vision-Language Models 3 Nov 2023 MLAI-Yonsei/CaRot/src/datasets_/common.py 35ec3a8e556cc61c unverified no licence file found · pointer only
Few-Shot Object Detection via Synthetic Features with Optimal Transport 29 Aug 2023 identical code first harvested elsewhere 747fa523e7e9b04b ran · honoured contract licence of this copy not recorded
PerceptionCLIP: Visual Classification by Inferring and Conditioning on Contexts 2 Aug 2023 umd-huang-lab/perceptionclip/src/zero_shot_inference/perceptionclip_two_step.py 69f5c5edbc89d5b8 unverified MIT (permissive)
PerceptionCLIP: Visual Classification by Inferring and Conditioning on Contexts 2 Aug 2023 umd-huang-lab/perceptionCLIP/src/datasets/common.py 7727c964cfcd56e6 unverified MIT (permissive)
Fusing VHR Post-disaster Aerial Imagery and LiDAR Data for Roof Classification in the Caribbean 30 Jul 2023 GFDRR/caribbean-rooftop-classification/utils/fusion_utils.py 542ebb17cd101f6a ran MIT (permissive)
Can Self-Supervised Neural Representations Pre-Trained on Human Speech distinguish Animal Callers? 23 May 2023 idiap/ssl-caller-detection/src/extract_features.py 9be3680cccfbba85 ran · our draft was wrong GPL-3.0 (copyleft) · pointer only
Defending Against Backdoor Attacks by Layer-wise Feature Analysis 24 Feb 2023 najeebjebreel/dbalfa/utils.py c469ddae1a6c4775 unverified MIT (permissive)
Simple Disentanglement of Style and Content in Visual Representations 20 Feb 2023 lilianngweta/pisco/experiments/feature_extractors/ImageNet_ResNet50_feature_extractor_stylized.py 14e9567a9e02e3a6 unverified no licence file found · pointer only
Trust, but Verify: Using Self-Supervised Probing to Improve Trustworthiness 6 Feb 2023 d-ailin/ssprobing/mis_detect.py 71630cb6ffc1154c ran · fixture could not drive it MIT (permissive)
How Close is ChatGPT to Human Experts? Comparison Corpus, Evaluation, and Detection 18 Jan 2023 lsc-1/pecola/lib/inference/draw.py dd94c31be0cd6720 unverified MIT (permissive)
Monotonic Risk Relationships under Distribution Shifts for Regularized Risk Minimization 20 Oct 2022 mli-lab/monotonic_risk_relationships/bounding_box_coordinate_prediction/run_experiment.py 3e4881d413bd67c3 unverified no licence file found · pointer only
Multiple Instance Learning via Iterative Self-Paced Supervised Contrastive Learning 17 Oct 2022 kangningthu/its2clr/train/trainer.py 2e0af36e605bcb2e unverified MIT (permissive)
A Simple and Powerful Global Optimization for Unsupervised Video Object Segmentation 19 Sep 2022 ponimatkin/ssl-vos/extract_dino_features.py e51dba2659ab8684 unverified MIT (permissive)
Towards A Proactive ML Approach for Detecting Backdoor Poison Samples 26 May 2022 unispac/fight-poison-with-poison/confusion_training.py 519506e21b1f832b ran · fixture could not drive it MIT (permissive)
Scaling Up Exact Neural Network Compression by ReLU Stability 15 Feb 2021 yuxwind/exactcompression/train_fcnn.py 2893257a02af7980 unverified no licence file found · pointer only
Transductive Information Maximization For Few-Shot Learning 25 Aug 2020 mboudiaf/TIM/src/utils.py 12cbd4d101797d30 unverified MIT (permissive)
A Simple Framework for Contrastive Learning of Visual Representations 13 Feb 2020 Spijkervet/SimCLR/linear_evaluation.py cb291d2ffc7590c7 ran · our draft was wrong MIT (permissive)
Towards Fairness in Visual Recognition: Effective Strategies for Bias Mitigation 26 Nov 2019 junjie1003/DL-Fairness-Study/FLAC/get_imagenet_bias_features.py 959c350e8c71f0f1 unverified Apache-2.0 (permissive)
Select, Answer and Explain: Interpretable Multi-hop Reading Comprehension over Multiple Documents 1 Nov 2019 jd-ai-research-silicon-valley/sae/prepro.py 4196e08cc75d063a unverified MIT (permissive)
Quality Assessment of In-the-Wild Videos 1 Aug 2019 SpikeKing/VQA-v2/CNNfeatures.py bc8708ffff5c61d7 ran · our draft was wrong MIT (permissive)
How to Fine-Tune BERT for Text Classification? 14 May 2019 uzaymacar/comparatively-finetuning-bert/utils/data_utils.py a9ecfcb35141c0d8 ran · our draft was wrong MIT (permissive)
Improved Precision and Recall Metric for Assessing Generative Models 15 Apr 2019 thomaskerdreux/pdm_sar_insar_generation/utils/utils_precision_and_recall.py 6c9ddbe660f0c2da ran · honoured contract MIT (permissive)
Semantic-Aware Knowledge Preservation for Zero-Shot Sketch-Based Image Retrieval 5 Apr 2019 qliu24/SAKE/src/test_cse_resnet_tuberlin_zeroshot.py fd37118c88a91608 unverified no licence file found · pointer only
REGAL: Representation Learning-based Graph Alignment 2018-02 (from id) GemsLab/REGAL/xnetmf.py 91a5d50365f220e5 ran · honoured contract MIT (permissive)
Active Learning for Convolutional Neural Networks: A Core-Set Approach 1 Aug 2017 svdesai/coreset-al/active_learn.py 9f2a097ed541f2e8 unverified no licence file found · pointer only
A Neural Algorithm of Artistic Style 26 Aug 2015 anhoangphuc/neural_style_transfer/style_transfer_script.py 2e53f16d3df80194 unverified no licence file found · pointer only
A Neural Algorithm of Artistic Style 26 Aug 2015 pravitc/Neural-style-transfer-using-Pytorch/style_transfer.py f8354f1977f18aba unverified no licence file found · pointer only
A Neural Algorithm of Artistic Style 26 Aug 2015 divyanshu092/Photorealistic_Style_Transfer/Code/utils.py c2510489172d8e8f unverified MIT (permissive)
A Neural Algorithm of Artistic Style 26 Aug 2015 itzpankajpanwar/Style-Transfer/style_transfer.py f8efa1daf9783b9c unverified MIT (permissive)
arXiv:Tiong_Flexible_Biometrics_Recognition_Bridging_the_Multimodality_Gap_through_Attention_Alignment_CVPR_2024_paper MIS-DevWorks/FBR/utils/model_utils.py 578fca7002bbbf86 unverified MIT (permissive)
arXiv:2022.findings-emnlp.497 lancopku/Avg-Avg/lib/inference/draw.py dd94c31be0cd6720 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