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onehot

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

onehot appears in the code Syntology harvested for 39 papers, as 32 distinct code bodies found in 40 places (a place is one code body under one paper). At least one of them ran in 17 of the papers; 2 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 onehot 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 13 of the 32 distinct code bodies named onehot; 19 are unverified. One tile per status, in the site's fixed vocabulary, each code body counted once:

5ran · honoured contract
0ran · violated contract
5ran · our draft was wrong
1ran · fixture could not drive it
2ran
19unverified
2fingerprinted

Licence is a property of each copy, so it is counted per place: 11 of the 40 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

39 papers shown of 39, newest first; 40 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; 3 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
EmoStance: Response-Side Affective-Orientation Control for Empathetic Response Generation via Emoji Weak Supervision added by Syntology 2026-09 (from id) 18277390221/EmoStance/src/latent_stance_control/counterfactual_cluster_controls.py bab0cb1529f07ad7 unverified MIT (permissive)
The Unseen Threat: Residual Knowledge in Machine Unlearning under Perturbed Samples added by Syntology 2026-01 (from id) Graph-COM/Langevin_unlearning/utils.py 424a51b62f7dd524 unverified no licence file found · pointer only
SpeedCP: Fast Kernel-Based Conditional Conformal Prediction added by Syntology 2025-09 (from id) yeojin-jung/speedcp/experiments/molecular/run_qm7b.py 29f2999901c7b6d6 unverified MIT (permissive)
arXiv:2507.17402 2025-07 (from id) lijun2005/ICCV25-HLFormer/src/Models/HLFormer/model_components.py 23b5db90923f7386 unverified Apache-2.0 (permissive)
Revisiting, Benchmarking and Understanding Unsupervised Graph Domain Adaptation 9 Jul 2024 Skyorca/JHGDA/pseudo_labeling.py 593c735f6dd0d219 unverified no licence file found · pointer only
Enhance Image Classification via Inter-Class Image Mixup with Diffusion Model 28 Mar 2024 zhicaiwww/diff-mix/dataset/base.py a2847ea5f23c1e07 ran · honoured contract MIT (permissive)
Hierarchical Gaussian Mixture Normalizing Flow Modeling for Unified Anomaly Detection 20 Mar 2024 xcyao00/HGAD/utils.py 601a426815a800ff unverified no licence file found · pointer only
Pan-Mamba: Effective pan-sharpening with State Space Model 19 Feb 2024 alexhe101/pan-mamba/pan-sharpening/model/thops.py 7e39df9fabd27462 ran no licence file found · pointer only
Unmasking and Improving Data Credibility: A Study with Datasets for Training Harmless Language Models 19 Nov 2023 Docta-ai/docta/docta/datasets/csv_loder.py ef874310d3110242 ran licence not identified · pointer only
GMMFormer: Gaussian-Mixture-Model Based Transformer for Efficient Partially Relevant Video Retrieval 8 Oct 2023 huangmozhi9527/GMMFormer/src/Models/gmmformer/model_components.py 23b5db90923f7386 unverified no licence file found · pointer only
The Devil's Advocate: Shattering the Illusion of Unexploitable Data using Diffusion Models 15 Mar 2023 hmdolatabadi/avatar/ISS_augs.py a2847ea5f23c1e07 ran · honoured contract MIT (permissive)
Distributional GFlowNets with Quantile Flows 11 Feb 2023 zdhnarsil/distributional-gflownets/mols/utils/chem.py a0579acf3f4c545c unverified MIT (permissive)
PELICAN: Permutation Equivariant and Lorentz Invariant or Covariant Aggregator Network for Particle Physics 1 Nov 2022 abogatskiy/pelican/src/models/pelican_cov.py aac3499a7873a4b0 unverified MIT (permissive)
Better plain ViT baselines for ImageNet-1k 3 May 2022 yuyangshu/retinavit/big_vision/utils.py 7b17682564107576 unverified Apache-2.0 (permissive)
Hierarchical Sketch Induction for Paraphrase Generation 7 Mar 2022 tomhosking/hrq-vae/src/hrq_vae.py 1e275a2e8b64d8a0 ran · our draft was wrong MIT (permissive)
Beyond Images: Label Noise Transition Matrix Estimation for Tasks with Lower-Quality Features 2 Feb 2022 ucsc-real/beyondimages/utils/dataloader.py 8ea81c57e23ddc38 ran · our draft was wrong MIT (permissive)
Beyond Images: Label Noise Transition Matrix Estimation for Tasks with Lower-Quality Features 2 Feb 2022 ucsc-real/est-t-mi/utils/dataloader.py ef874310d3110242 ran MIT (permissive)
A Robust Hot Subdwarfs Identification Method Based on Deep Learning 2022-01 (from id) astronomical-data-processing/cnn_spectra_classification/cnn_spectra_classification.py 70d1db195b80d368 unverified no licence file found · pointer only
MindCraft: Theory of Mind Modeling for Situated Dialogue in Collaborative Tasks 13 Sep 2021 sled-group/MindCraft/experiments/model.py 2527396303e8645a ran · honoured contract fingerprinted no licence file found · pointer only
Convolutional Neural Networks with Gated Recurrent Connections 5 Jun 2021 Jianf-Wang/GRCNN/imagenet_train.py d0518506614f0121 ran · our draft was wrong MIT (permissive)
Rethinking Noisy Label Models: Labeler-Dependent Noise with Adversarial Awareness 28 May 2021 wohlert/semi-supervised-pytorch/semi-supervised/utils.py b69dfc1eac0c46c4 unverified MIT (permissive)
Video Corpus Moment Retrieval with Contrastive Learning 13 May 2021 IsaacChanghau/ReLoCLNet/method_tvr/model_components.py 23b5db90923f7386 unverified MIT (permissive)
Contrast to Divide: Self-Supervised Pre-Training for Learning with Noisy Labels 25 Mar 2021 ContrastToDivide/C2D/cross_entropy.py cfcd370121d1305f ran · our draft was wrong MIT (permissive)
Understanding and Mitigating Accuracy Disparity in Regression 24 Feb 2021 JFChi/Understanding-and-Mitigating-Accuracy-Disparity-in-Regression/prep_adult.py 3e5a88f3e3a93645 ran · honoured contract MIT (permissive)
Learning joint segmentation of tissues and brain lesions from task-specific hetero-modal domain-shifted datasets 8 Sep 2020 ReubenDo/jSTABL/jstabl/utilities/jaccard.py dac2b744c6b4459a unverified Apache-2.0 (permissive)
Conditional Constrained Graph Variational Autoencoders for Molecule Design 1 Sep 2020 drigoni/ConditionalCGVAE/utils/utils.py 16ab39e407b99e8c unverified MIT (permissive)
Tensor Networks for Medical Image Classification 21 Apr 2020 raghavian/loTeNet_pytorch/utils/utils.py d22a951c7ff816cf unverified MIT (permissive)
SuperMix: Supervising the Mixing Data Augmentation 10 Mar 2020 alldbi/SuperMix/supermix.py ad52cd26425cc549 ran · our draft was wrong no licence file found · pointer only
Mixup Inference: Better Exploiting Mixup to Defend Adversarial Attacks 25 Sep 2019 P2333/Mixup-Inference/train_resnet_mixup.py 089ad7abb07fff34 unverified Apache-2.0 (permissive)
Online Continual Learning with Maximally Interfered Retrieval 11 Aug 2019 optimass/Maximally_Interfered_Retrieval/utils.py 651082fb231f9a1d unverified MIT (permissive)
Ego-CNN: Distributed, Egocentric Representations of Graphs for Detecting Critical Structures 23 Jun 2019 rutzeng/EgoCNN/run-visualization-model.py b3b322eaeebe7bee unverified MIT (permissive)
Deep Leakage from Gradients 21 Jun 2019 FaisalAhmed0/Deep-Leakage-from-Gradients/src/utils.py 076a7c8d2aedc9a6 ran · honoured contract no licence file found · pointer only
Neural Stored-program Memory 25 May 2019 thaihungle/NSM/util.py b0584c5b4ca70059 ran · honoured contract fingerprinted MIT (permissive)
CutMix: Regularization Strategy to Train Strong Classifiers with Localizable Features 13 May 2019 ildoonet/cutmix/cutmix/cutmix.py a2847ea5f23c1e07 ran · honoured contract MIT (permissive)
Learning to Remember More with Less Memorization 5 Jan 2019 thaihungle/UW-DNC/synthetic_task.py b0584c5b4ca70059 ran · honoured contract fingerprinted MIT (permissive)
Conditional Affordance Learning for Driving in Urban Environments 18 Jun 2018 xl-sr/CAL/training/dataloader.py d78dd6853a27485d unverified MIT (permissive)
mixup: Beyond Empirical Risk Minimization 25 Oct 2017 tugstugi/pytorch-speech-commands/mixup.py bc878657aee7b3c0 ran · fixture could not drive it no licence file found · pointer only
Supervised Learning with Quantum-Inspired Tensor Networks 18 May 2016 jemisjoky/torchmps/torchmps/utils.py d22a951c7ff816cf unverified MIT (permissive)
arXiv:aaai_28395 yanzq95/SGNet/thops.py 7e39df9fabd27462 ran Apache-2.0 (permissive)
arXiv:aaai_19971 adeline-cs/GTR/GTR-plug/GTR-ABINet/utils.py f77642c52ab7ea6c 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".

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