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distance

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

distance appears in the code Syntology harvested for 53 papers, as 46 distinct code bodies found in 54 places (a place is one code body under one paper). At least one of them ran in 25 of the papers; 12 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 distance 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 19 of the 46 distinct code bodies named distance; 27 are unverified. One tile per status, in the site's fixed vocabulary, each code body counted once:

10ran · honoured contract
0ran · violated contract
1ran · our draft was wrong
2ran · fixture could not drive it
6ran
27unverified
12fingerprinted

Licence is a property of each copy, so it is counted per place: 13 of the 54 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

53 papers shown of 53, newest first; 54 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
A Finite-State Controller Based Offline Solver for Deterministic POMDPs 1 May 2025 ori-goals/DetMCVI/experiments/CTP/CTP_generator.py 8ff313a007236b93 unverified MIT (permissive)
Regulatory DNA sequence Design with Reinforcement Learning 11 Mar 2025 yangzhao1230/taco/aggregate_mbo.py 20a43164a23f4fa6 unverified MIT (permissive)
Structure Language Models for Protein Conformation Generation 24 Oct 2024 lujiarui/esmdiff/slm/utils/geo_utils.py d1caaec311724c12 unverified licence not identified · pointer only
Optimizing Backward Policies in GFlowNets via Trajectory Likelihood Maximization 20 Oct 2024 tgritsaev/gflownet-tlm/bitseq/utils.py 94f929faf5e1b4e9 unverified MIT (permissive)
SMART: Scalable Multi-agent Real-time Motion Generation via Next-token Prediction 24 May 2024 rainmaker22/SMART/smart/datasets/scalable_dataset.py 4377b106a2248a85 ran fingerprinted Apache-2.0 (permissive)
Causally Inspired Regularization Enables Domain General Representations 25 Apr 2024 olawalesalaudeen/tcri/DomainBed/domainbed/lib/misc.py fbb8c05a0a7696ec ran · honoured contract MIT (permissive)
Mitigating Object Dependencies: Improving Point Cloud Self-Supervised Learning through Object Exchange 11 Apr 2024 yanhaowu/oessl/pcd_utils/ScanNet_Choose_Segment_Fun.py 9bf5a2651a416126 ran fingerprinted no licence file found · pointer only
Atom-Level Optical Chemical Structure Recognition with Limited Supervision 2 Apr 2024 molden/atomlenz/AtomLenz/utils_graph.py 8a805833e6e55c05 ran fingerprinted MIT (permissive)
Understanding Domain Generalization: A Noise Robustness Perspective 26 Jan 2024 qiaoruiyt/NoiseRobustDG/domainbed/lib/misc.py fbb8c05a0a7696ec ran · honoured contract MIT (permissive)
FRCSyn Challenge at WACV 2024:Face Recognition Challenge in the Era of Synthetic Data 17 Nov 2023 ndido98/frcsyn/utils.py 5ee46308f94853c9 ran no licence file found · pointer only
A Comparison of Mesh-Free Differentiable Programming and Data-Driven Strategies for Optimal Control under PDE Constraints 2 Oct 2023 ddrous/updec/updes/utils.py bc6b70282da387be ran MIT (permissive)
Hierarchical Point-based Active Learning for Semi-supervised Point Cloud Semantic Segmentation 22 Aug 2023 SmiletoE/HPAL/helper_utils.py 9bf5a2651a416126 ran fingerprinted no licence file found · pointer only
Latent State Models of Training Dynamics 18 Aug 2023 michahu/modeling-training/src/data.py a5330d2e9abcc8f6 ran fingerprinted Apache-2.0 (permissive)
Cross Contrasting Feature Perturbation for Domain Generalization 24 Jul 2023 hackmebroo/ccfp/lib/misc.py fbb8c05a0a7696ec ran · honoured contract no licence file found · pointer only
What do neural networks learn in image classification? A frequency shortcut perspective 19 Jul 2023 nis-research/nn-frequency-shortcuts/Evaluation/compute_ADCS.py 3c22b5ef829cbb73 ran · honoured contract fingerprinted MIT (permissive)
Str2Str: A Score-based Framework for Zero-shot Protein Conformation Sampling 5 Jun 2023 lujiarui/Str2Str/src/common/geo_utils.py d1caaec311724c12 unverified MIT (permissive)
End-to-End Full-Atom Antibody Design 1 Feb 2023 A4Bio/dyAb/models/denoiser.py d7081d3937a74966 unverified MIT (permissive)
Which Pixel to Annotate: a Label-Efficient Nuclei Segmentation Framework 20 Dec 2022 lhaof/nuseg/CSinGAN/mask_synthesis.py 55220eef2bb85c32 unverified MIT (permissive)
Introspective Learning : A Two-Stage Approach for Inference in Neural Networks 17 Sep 2022 identical code first harvested elsewhere 81e261e3bc5ae477 ran · honoured contract licence of this copy not recorded
Online Bipartite Matching with Advice: Tight Robustness-Consistency Tradeoffs for the Two-Stage Model 2022-06 (from id) mapleox/matching_predictions/utils.py f504e2c1c9c22aaf ran · honoured contract fingerprinted MIT (permissive)
Towards Understanding Grokking: An Effective Theory of Representation Learning 20 May 2022 ejmichaud/grokking-squared/scripts/run_toy_model.py d906e3f7123c3bad ran · honoured contract fingerprinted MIT (permissive)
Learning Neural Acoustic Fields 4 Apr 2022 aluo-x/learning_neural_acoustic_fields/model/networks.py 3fa206e7936537d5 ran · honoured contract fingerprinted Apache-2.0 (permissive)
When Does Contrastive Learning Preserve Adversarial Robustness from Pretraining to Finetuning? 1 Nov 2021 LijieFan/AdvCL/fr_util.py 07a57c775004c229 unverified MIT (permissive)
Offline Reinforcement Learning with Implicit Q-Learning 12 Oct 2021 dasgringuen/assetto_corsa_gym/assetto_corsa_gym/AssettoCorsaEnv/gap_cpu.py 9c4866bb7ea6847e unverified MIT (permissive)
Offline Reinforcement Learning with Implicit Q-Learning 12 Oct 2021 dasgringuen/assetto_corsa_gym/assetto_corsa_gym/AssettoCorsaEnv/gap_torch.py 8262bb9a6731a45a unverified MIT (permissive)
Discretized Integrated Gradients for Explaining Language Models 31 Aug 2021 ink-usc/dig/monotonic_paths.py 83a6815c4f83e018 unverified MIT (permissive)
Multi-Goal Reinforcement Learning environments for simulated Franka Emika Panda robot 25 Jun 2021 qgallouedec/panda-gym/panda_gym/utils.py 324ac51d7ec27133 unverified MIT (permissive)
Gone Fishing: Neural Active Learning with Fisher Embeddings 17 Jun 2021 identical code first harvested elsewhere 81e261e3bc5ae477 ran · honoured contract licence of this copy not recorded
Quantifying and Improving Transferability in Domain Generalization 7 Jun 2021 gordon-guojun-zhang/transferability-neurips2021/domainbed/algorithms.py fbb8c05a0a7696ec ran · honoured contract MIT (permissive)
HoroPCA: Hyperbolic Dimensionality Reduction via Horospherical Projections 7 Jun 2021 HazyResearch/HoroPCA/learning/pca.py 434b92113b2560b5 ran · our draft was wrong fingerprinted no licence file found · pointer only
Sample and Computation Redistribution for Efficient Face Detection 10 May 2021 aralhekimoglu/face/recognition/oneflow_face/validation_util.py 7522ada649e29d57 unverified MIT (permissive)
Learning Normal Dynamics in Videos with Meta Prototype Network 14 Apr 2021 ktr-hubrt/MPN/model/meta_prototype.py 01c5f5dad9e9c151 ran · honoured contract fingerprinted no licence file found · pointer only
Spatial Intention Maps for Multi-Agent Mobile Manipulation 23 Mar 2021 jimmyyhwu/spatial-intention-maps/envs.py db123ad5a66b6bcf unverified MIT (permissive)
SurFree: a fast surrogate-free black-box attack 25 Nov 2020 t-maho/SurFree/surfree.py 216f982e716876f4 ran · honoured contract fingerprinted licence not identified · pointer only
Causal Inference for Spatial Treatments 31 Oct 2020 michaelpollmann/spatialtreat-example/distance.py 69c9f840693a2c0d unverified MIT (permissive)
Learning Black-Box Attackers with Transferable Priors and Query Feedback 21 Oct 2020 TrustworthyDL/LeBA/LeBA10.py 312dffd937510c4d unverified Apache-2.0 (permissive)
Active Contrastive Learning of Audio-Visual Video Representations 31 Aug 2020 yunyikristy/CM-ACC/kmeanspp.py b1b989baab3936b2 unverified MIT (permissive)
Sat2Graph: Road Graph Extraction through Graph-Tensor Encoding 19 Jul 2020 songtaohe/Sat2Graph/model/douglasPeucker.py f17d07d137a2bf6d unverified MIT (permissive)
Spatial Action Maps for Mobile Manipulation 20 Apr 2020 jimmyyhwu/spatial-action-maps/environment.py 5c828d1f7c7beb58 unverified MIT (permissive)
Structured Prediction with Partial Labelling through the Infimum Loss 2 Mar 2020 VivienCabannes/infimum_loss/weights/fast_laplacian.py 1aaba74a2a955bd2 unverified MIT (permissive)
Statistical Estimation of the Poincar{\'e} constant and Application to Sampling Multimodal Distributions 2019-10 (from id) viviencabannes/laplacian/src/klap/kernels/helper.py 80b744647b3da00a unverified MIT (permissive)
Deep Batch Active Learning by Diverse, Uncertain Gradient Lower Bounds 9 Jun 2019 JordanAsh/badge/query_strategies/badge_sampling.py 81e261e3bc5ae477 ran · honoured contract no licence file found · pointer only
75 Languages, 1 Model: Parsing Universal Dependencies Universally 3 Apr 2019 hyperparticle/udify/udify/dataset_readers/evaluate_2019_task2.py 665f20ac94b4aa09 unverified MIT (permissive)
FEELVOS: Fast End-to-End Embedding Learning for Video Object Segmentation 25 Feb 2019 kim-younghan/FEELVOS/feelvos/models/Matching.py 1f5afcb309f3974f unverified MIT (permissive)
Mockingbird: Defending Against Deep-Learning-Based Website Fingerprinting Attacks with Adversarial Traces 2019-02 (from id) msrocean/mockingbird/mockingbird_utility.py 66181ae4102bc5d8 unverified MIT (permissive)
Soft Actor-Critic Algorithms and Applications 13 Dec 2018 alpaficia/MOSEAC_Limo/limo-sim/envs/limo_world.py bd08ae9e89d819a9 unverified MIT (permissive)
Adv-BNN: Improved Adversarial Defense through Robust Bayesian Neural Network 1 Oct 2018 xuanqing94/BayesianDefense/acc_under_attack.py 995b6550b7810165 unverified MIT (permissive)
An empirical study on evaluation metrics of generative adversarial networks 19 Jun 2018 xuqiantong/GAN-Metrics/framework/metric.py 87a2229a391f2f47 ran · fixture could not drive it no licence file found · pointer only
Fair Clustering Through Fairlets 15 Feb 2018 guptakhil12/fair-clustering-fairlets/utils.py 7512c7ade27d3fab unverified MIT (permissive)
AI2-THOR: An Interactive 3D Environment for Visual AI 14 Dec 2017 allenai/ai2thor/ai2thor/controller.py 065729fd3f79761e ran · honoured contract Apache-2.0 (permissive)
Pyroomacoustics: A Python package for audio room simulations and array processing algorithms 2017-10 (from id) LCAV/pyroomacoustics/pyroomacoustics/beamforming.py 2f2e9584a57ff754 ran · honoured contract fingerprinted MIT (permissive)
FaceNet: A Unified Embedding for Face Recognition and Clustering 12 Mar 2015 altndrr/persona/src/utils/lfw.py 7522ada649e29d57 unverified MIT (permissive)
Estimation of Simultaneously Sparse and Low Rank Matrices 27 Jun 2012 cmantoux/sparse-low-rank-decomposition/estimation_positive_symmetric.py 63abc6d8d32649f2 ran · fixture could not drive it no licence file found · pointer only
Improving Cosmological Distance Measurements by Reconstruction of the Baryon Acoustic Peak 17 Apr 2006 cosmodesi/pyrecon/pyrecon/utils.py 27f129f84cf81324 unverified BSD-3-Clause (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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