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pad

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

pad appears in the code Syntology harvested for 85 papers, as 67 distinct code bodies found in 90 places (a place is one code body under one paper). At least one of them ran in 40 of the papers; 14 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 pad 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 25 of the 67 distinct code bodies named pad; 42 are unverified. One tile per status, in the site's fixed vocabulary, each code body counted once:

3ran · honoured contract
0ran · violated contract
4ran · our draft was wrong
6ran · fixture could not drive it
12ran
42unverified
14fingerprinted

Licence is a property of each copy, so it is counted per place: 20 of the 90 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

85 papers shown of 85, newest first; 90 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 4 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
GEAR: From Dynamic Encoding to Dynamic Activation in Social Trajectory Prediction added by Syntology 2026-09 (from id) 11isnotavailable/GEAR/Re_cp/resonance/_reBias.py 99d9dbdc2412c596 ran fingerprinted no licence file found · pointer only
A Unified Framework for Trajectory Prediction with Explicit Planning and Reaction Decomposition added by Syntology 2026-08 (from id) 11isnotavailable/INTraJ/resonance/_reBias.py 99d9dbdc2412c596 ran fingerprinted GPL-3.0 (copyleft) · pointer only
Learning from the Self-future: On-policy Self-distillation for dLLMs added by Syntology 2026-06 (from id) xingzhejun/d-OPSD/utils.py 2fee0ec1e42db0e2 ran · honoured contract no licence file found · pointer only
Exploring the Performance of ML/DL Architectures on the MNIST-1D Dataset added by Syntology 2026-02 (from id) michael-beebe/mnist1d/mnist1d/transform.py ac056a863d14e2a9 unverified Apache-2.0 (permissive)
Better Estimation of the KL Divergence Between Language Models 14 Apr 2025 rycolab/kl-rb/trl/trainer/utils.py 2fee0ec1e42db0e2 ran · honoured contract no licence file found · pointer only
Accelerating Neural Network Training: An Analysis of the AlgoPerf Competition 20 Feb 2025 mlcommons/algorithmic-efficiency/algoperf/data_utils.py a70fb7b96ab81006 unverified Apache-2.0 (permissive)
One-shot Federated Learning via Synthetic Distiller-Distillate Communication 6 Dec 2024 Carkham/FedSD2C/fedsd2c/util.py 680f3862844d8a00 unverified Apache-2.0 (permissive)
DELT: A Simple Diversity-driven EarlyLate Training for Dataset Distillation 29 Nov 2024 vila-lab/delt/evaluation/model_utils/utils.py 680f3862844d8a00 unverified no licence file found · pointer only
SVDQuant: Absorbing Outliers by Low-Rank Components for 4-Bit Diffusion Models 7 Nov 2024 mit-han-lab/deepcompressor/deepcompressor/backend/utils.py c40d5d2d32dae2ce unverified Apache-2.0 (permissive)
Scaling Stick-Breaking Attention: An Efficient Implementation and In-depth Study 23 Oct 2024 ibm/dolomite-engine/lm_engine/tokenizers/utils.py a604b508bd6fa282 unverified Apache-2.0 (permissive)
MIRAGE: Evaluating and Explaining Inductive Reasoning Process in Language Models 12 Oct 2024 BugMakerzzz/mirage/src/generate_data.py e59a5699bd1d9193 ran · fixture could not drive it fingerprinted no licence file found · pointer only
EMIT- Event-Based Masked Auto Encoding for Irregular Time Series 25 Sep 2024 hrishi-ds/EMIT/src/pretraining_data_preparation/get_pretraining_data_mimic_iii.py a753dc77394af824 ran fingerprinted MIT (permissive)
LLMs Are Zero-Shot Context-Aware Simultaneous Translators 19 Jun 2024 RomanKoshkin/toLLMatch/utils/utils.py 9b6358ba7555d251 ran MIT (permissive)
Flash Diffusion: Accelerating Any Conditional Diffusion Model for Few Steps Image Generation 4 Jun 2024 gojasper/flash-diffusion/src/flash/models/utils.py fffaecd8f06a1856 ran fingerprinted licence not identified · pointer only
Triple Preference Optimization: Achieving Better Alignment with Less Data in a Single Step Optimization 26 May 2024 sahsaeedi/triple-preference-optimization/utils/utils.py e78362d84c5945b0 ran MIT (permissive)
Token-wise Influential Training Data Retrieval for Large Language Models 20 May 2024 huawei-lin/RapidIn/RapidIn/calc_inner.py fa61ba831789aa8c ran · our draft was wrong fingerprinted licence not identified · pointer only
Keep It Private: Unsupervised Privatization of Online Text 16 May 2024 csbao/kip-privatization/src/generator.py f50641f30611f77b ran no licence file found · pointer only
Uniformly Stable Algorithms for Adversarial Training and Beyond 3 May 2024 jiancongxiao/moreau-envelope-sgd/adversarial_robustness_overfitting/utils.py 1e0eb41fc8899d05 ran no licence file found · pointer only
ECoDepth: Effective Conditioning of Diffusion Models for Monocular Depth Estimation 27 Mar 2024 aradhye2002/ecodepth/model.py 36a4962041ede1c2 ran · our draft was wrong fingerprinted licence not identified · pointer only
Training Generative Image Super-Resolution Models by Wavelet-Domain Losses Enables Better Control of Artifacts 29 Feb 2024 mandalinadagi/wgsr/test_image/block.py 4a56ce1917d87f9b ran · our draft was wrong no licence file found · pointer only
Jack of All Trades, Master of Some, a Multi-Purpose Transformer Agent 15 Feb 2024 huggingface/jat/jat/processing_jat.py a09e847bcb3917cc ran Apache-2.0 (permissive)
On the Diversity and Realism of Distilled Dataset: An Efficient Dataset Distillation Paradigm 6 Dec 2023 lins-lab/rded/synthesize/utils.py 680f3862844d8a00 unverified Apache-2.0 (permissive)
WyCryst: Wyckoff Inorganic Crystal Generator Framework 2023-11 (from id) raymondzhurm/wycryst/utils.py 8683301fdf8b76b3 ran fingerprinted no licence file found · pointer only
On the Over-Memorization During Natural, Robust and Catastrophic Overfitting 13 Oct 2023 tmllab/2024_ICLR_DOM/utils.py 1e0eb41fc8899d05 ran MIT (permissive)
SingFake: Singing Voice Deepfake Detection 14 Sep 2023 yongyizang/SingFake/models/AASIST/data_utils.py 43d18bf97d3ba573 ran fingerprinted MIT (permissive)
CED: Consistent ensemble distillation for audio tagging 2023-08 (from id) richermans/ced/dataset.py 20f5dddf368b8f00 ran GPL-3.0 (copyleft) · pointer only
Learning Prompt-Enhanced Context Features for Weakly-Supervised Video Anomaly Detection 26 Jun 2023 yujiangpu20/pel4vad/utils.py 6243210611bed58e unverified MIT (permissive)
Prompting with Pseudo-Code Instructions 19 May 2023 mayank31398/pseudo-code-instructions/code_instruct/model.py df1b3e1970a39db7 unverified Apache-2.0 (permissive)
Auto-AVSR: Audio-Visual Speech Recognition with Automatic Labels 25 Mar 2023 mpc001/auto_avsr/datamodule/data_module.py 593d603cc0b0a93f unverified Apache-2.0 (permissive)
Understanding Expressivity of GNN in Rule Learning 22 Mar 2023 lars-research/rule-learning-expressivity/synthetic/util.py 651b1389337ea11d unverified MIT (permissive)
Certified Robust Neural Networks: Generalization and Corruption Resistance 3 Mar 2023 ryanlucas3/hr_neural_networks/HR_Neural_Networks/Paper_experiments/Section_6.2/utils.py 1e0eb41fc8899d05 ran MIT (permissive)
Modelling Long Range Dependencies in $N$D: From Task-Specific to a General Purpose CNN 25 Jan 2023 david-knigge/ccnn/datamodules/utils.py a06af5ba6942100d unverified MIT (permissive)
Multi-Realism Image Compression with a Conditional Generator 28 Dec 2022 Nikolai10/MRIC/src/hific_tf2/model.py 762dfcd715812b9c unverified Apache-2.0 (permissive)
Efficient and Accurate Quantized Image Super-Resolution on Mobile NPUs, Mobile AI & AIM 2022 challenge: Report 7 Nov 2022 eduardzamfir/ntire23-rtsr/demo/models/modules/_rfdn.py 4a56ce1917d87f9b ran · our draft was wrong Apache-2.0 (permissive)
A2: Efficient Automated Attacker for Boosting Adversarial Training 7 Oct 2022 alipay/A2-efficient-automated-attacker-for-boosting-adversarial-training/utils.py 1e0eb41fc8899d05 ran Apache-2.0 (permissive)
FQDet: Fast-converging Query-based Detector 5 Oct 2022 cedricpicron/fqdet/datasets/transforms.py f1bbb00f81ac04c6 unverified Apache-2.0 (permissive)
Simplified State Space Layers for Sequence Modeling 9 Aug 2022 leonty1/deepldnn/src/dataloaders/sc.py a06af5ba6942100d unverified Apache-2.0 (permissive)
Progressive Deblurring of Diffusion Models for Coarse-to-Fine Image Synthesis 16 Jul 2022 sangyun884/blur-diffusion/blur_diffusion.py 7a62ea9cce548ba3 ran fingerprinted MIT (permissive)
Multitrack Music Transformer 14 Jul 2022 salu133445/mmt/mmt/dataset.py 44d7d3f43204eb41 unverified MIT (permissive)
Modality-Aware Contrastive Instance Learning with Self-Distillation for Weakly-Supervised Audio-Visual Violence Detection 12 Jul 2022 JustinYuu/MACIL_SD/utils.py 6243210611bed58e unverified MIT (permissive)
Self-focusing virtual screening with active design space pruning 3 May 2022 coleygroup/dsp/scripts/collate.py a9e738a1e258c757 ran · fixture could not drive it fingerprinted MIT (permissive)
Multiple-environment Self-adaptive Network for Aerial-view Geo-localization 18 Apr 2022 layumi/University1652-Baseline/show_data.py fdd1a3bcd403b6a7 unverified MIT (permissive)
Using Multiple Self-Supervised Tasks Improves Model Robustness 7 Apr 2022 mattlawhon/SelfSupDefense/utils.py 1e0eb41fc8899d05 ran Apache-2.0 (permissive)
MM-DFN: Multimodal Dynamic Fusion Network for Emotion Recognition in Conversations 4 Mar 2022 zerohd4869/mm-dfn/code/model.py 10f8b1f4c189a2d5 unverified MIT (permissive)
CTRMs: Learning to Construct Cooperative Timed Roadmaps for Multi-agent Path Planning in Continuous Spaces 24 Jan 2022 omron-sinicx/ctrm/src/ctrm/environment/fcl_utils.py dd5625867bb5d218 unverified MIT (permissive)
RawBoost: A Raw Data Boosting and Augmentation Method applied to Automatic Speaker Verification Anti-Spoofing 8 Nov 2021 TakHemlata/RawBoost-antispoofing/data_utils_rawboost.py 43d18bf97d3ba573 ran fingerprinted MIT (permissive)
Combining Latent Space and Structured Kernels for Bayesian Optimization over Combinatorial Spaces 1 Nov 2021 aryandeshwal/ladder/LADDER/ladder_expression.py 78e71db77434a598 ran · our draft was wrong fingerprinted no licence file found · pointer only
Photon Limited Non-Blind Deblurring Using Algorithm Unrolling 28 Oct 2021 sanghviyashiitb/poisson-deblurring/utils/utils_deblur.py ecbcc50a2a4dd8d7 unverified Apache-2.0 (permissive)
AASIST: Audio Anti-Spoofing using Integrated Spectro-Temporal Graph Attention Networks 4 Oct 2021 clovaai/aasist/data_utils.py 43d18bf97d3ba573 ran fingerprinted MIT (permissive)
Transformer for Single Image Super-Resolution 25 Aug 2021 luissen/esrt/model/block.py 4a56ce1917d87f9b ran · our draft was wrong MIT (permissive)
Keep it Simple: Unsupervised Simplification of Multi-Paragraph Text 7 Jul 2021 tingofurro/keep_it_simple/model_generator.py aa982ce4f9f219e4 unverified Apache-2.0 (permissive)
EvoGrad: Efficient Gradient-Based Meta-Learning and Hyperparameter Optimization 19 Jun 2021 ondrejbohdal/evograd/LabelNoiseMetaWeightNet/meta-weight-net-label-noise.py b6ff598187d9c7d8 unverified MIT (permissive)
Removing Diffraction Image Artifacts in Under-Display Camera via Dynamic Skip Connection Network 19 Apr 2021 jnjaby/DISCNet/basicsr/models/archs/discnet_arch.py 4a56ce1917d87f9b ran · our draft was wrong no licence file found · pointer only
Contrastive Learning Improves Model Robustness Under Label Noise 19 Apr 2021 arghosh/noisy_label_pretrain/utils/datautils.py eab99ab911f1645a unverified MIT (permissive)
Enriched Music Representations with Multiple Cross-modal Contrastive Learning 1 Apr 2021 andrebola/contrastive-mir-learning/utils.py 0d3d121b138cfa2a unverified MIT (permissive)
Adversarial Attacks are Reversible with Natural Supervision 26 Mar 2021 cvlab-columbia/SelfSupDefense/utils.py 1e0eb41fc8899d05 ran Apache-2.0 (permissive)
Utterance-level Dialogue Understanding: An Empirical Study 29 Sep 2020 declare-lab/dialogue-understanding/glove-end-to-end/model.py f04300c52dc606a9 unverified MIT (permissive)
Residual Feature Distillation Network for Lightweight Image Super-Resolution 24 Sep 2020 njulj/RFDN/block.py 4a56ce1917d87f9b ran · our draft was wrong MIT (permissive)
Composed Fine-Tuning: Freezing Pre-Trained Denoising Autoencoders for Improved Generalization 29 Jun 2020 p-lambda/unlabeled_outputs/code/fairseq_modules/criterion.py 245dba3efa0406c1 unverified MIT (permissive)
Learning to Generate Noise for Multi-Attack Robustness 22 Jun 2020 divyam3897/MNG_AC/core.py 1e0eb41fc8899d05 ran MIT (permissive)
CycleGT: Unsupervised Graph-to-Text and Text-to-Graph Generation via Cycle Training 8 Jun 2020 QipengGuo/CycleGT/data.py 8c6d439b6387a0ac unverified BSD-3-Clause (permissive)
FastSpeech 2: Fast and High-Quality End-to-End Text to Speech 8 Jun 2020 ndkgit339/fastspeech2-filled_pause_speech_synthesis/model/fastspeech2.py 08f709a2efe5fdad ran · honoured contract MIT (permissive)
FastSpeech 2: Fast and High-Quality End-to-End Text to Speech 8 Jun 2020 KevinMIN95/StyleSpeech/models/VarianceAdaptor.py e77728c83dbd8597 unverified MIT (permissive)
An invertible crystallographic representation for general inverse design of inorganic crystals with targeted properties 15 May 2020 PV-Lab/FTCP/utils.py b61ef845d75ea48d unverified Apache-2.0 (permissive)
MorphoCluster: Efficient Annotation of Plankton images by Clustering 4 May 2020 morphocluster/morphocluster/lib/src/morphocluster/lib/extract_features.py 21e394b88532e80f ran · fixture could not drive it GPL-3.0 (copyleft) · pointer only
Learning a Fine-Grained Review-based Transformer Model for Personalized Product Search 20 Apr 2020 kepingbi/ProdSearch/others/util.py 574e0af54471f27d unverified Apache-2.0 (permissive)
Lossless Image Compression through Super-Resolution 6 Apr 2020 caoscott/SReC/src/data.py 0782419ae2c49237 unverified MIT (permissive)
A Simple Framework for Contrastive Learning of Visual Representations 13 Feb 2020 AndrewAtanov/simclr-pytorch/utils/datautils.py eab99ab911f1645a unverified MIT (permissive)
A Logic-Driven Framework for Consistency of Neural Models 31 Aug 2019 utahnlp/consistency/extra_preprocess.py da8e4408c385c601 unverified Apache-2.0 (permissive)
DialogueGCN: A Graph Convolutional Neural Network for Emotion Recognition in Conversation 30 Aug 2019 SenticNet/conv-emotion/DialogueGCN/model.py 10f8b1f4c189a2d5 unverified MIT (permissive)
Behavior Sequence Transformer for E-commerce Recommendation in Alibaba 15 May 2019 nihalsangeeth/behaviour-seq-transformer/bst/utils.py bcfbb3e2396e01e1 unverified MIT (permissive)
LibriTTS: A Corpus Derived from LibriSpeech for Text-to-Speech 2019-04 (from id) Helsinki-NLP/prosody/prosody_dataset.py 6ba17c97a01e6a49 unverified MIT (permissive)
LibriTTS: A Corpus Derived from LibriSpeech for Text-to-Speech 2019-04 (from id) mamachengcheng/prosody/prosody_dataset.py 2eb70a3bb02b8fcb unverified MIT (permissive)
LibriTTS: A Corpus Derived from LibriSpeech for Text-to-Speech 2019-04 (from id) mamachengcheng/prosody/process.py 82f5c2bcab653812 unverified MIT (permissive)
LibriTTS: A Corpus Derived from LibriSpeech for Text-to-Speech 2019-04 (from id) skakouros/bert-prosody/prosody_dataset.py ef8ae41c68caaf41 unverified MIT (permissive)
LibriTTS: A Corpus Derived from LibriSpeech for Text-to-Speech 2019-04 (from id) zooeygirl/waveletProsody/prosody_dataset.py 3bc0d284301c0a82 unverified MIT (permissive)
Feedback Network for Image Super-Resolution 23 Mar 2019 Paper99/SRFBN_CVPR19/networks/blocks.py 5c81afc612dd8e12 unverified MIT (permissive)
Pretraining-Based Natural Language Generation for Text Summarization 25 Feb 2019 raufer/bert-summarization/data/load.py 3c87d5083ffc4268 ran · fixture could not drive it fingerprinted no licence file found · pointer only
Toward Scalable Neural Dialogue State Tracking Model 3 Dec 2018 elnaaz/GCE-Model/models/gce.py a972bbc41289b9a2 unverified BSD-3-Clause recorded; this copy not marked cleared · pointer only
Heated-Up Softmax Embedding 11 Sep 2018 ColumbiaDVMM/Heated_Up_Softmax_Embedding/dataset/bird200.py dc83b74103e1aaff unverified BSD-2-Clause (permissive)
ESRGAN: Enhanced Super-Resolution Generative Adversarial Networks 1 Sep 2018 sdauzcm/sr-basicsr/codes/models/modules/block.py 4a56ce1917d87f9b ran · our draft was wrong Apache-2.0 (permissive)
Global-Locally Self-Attentive Dialogue State Tracker 19 May 2018 salesforce/glad/models/glad.py a972bbc41289b9a2 unverified BSD-3-Clause (permissive)
Pose2Seg: Detection Free Human Instance Segmentation 28 Mar 2018 liruilong940607/Pose2Seg/lib/np_utils.py 06275974c5bef2dc unverified MIT (permissive)
Natural Language Inference over Interaction Space 13 Sep 2017 YerevaNN/DIIN-in-Keras/preprocess.py 727bfe08c85350a7 ran · fixture could not drive it fingerprinted MIT (permissive)
Identifying beneficial task relations for multi-task learning in deep neural networks 27 Feb 2017 jbingel/eacl2017_mtl/rnn_mtl/src/dio.py 1f4d25a2de00c4a3 ran · fixture could not drive it fingerprinted GPL-3.0 (copyleft) · pointer only
Sequence-Level Knowledge Distillation 25 Jun 2016 harvardnlp/seq2seq-attn/preprocess-shards.py 5eda8017f4a2862c unverified MIT (permissive)
A Decomposable Attention Model for Natural Language Inference 6 Jun 2016 harvardnlp/decomp-attn/preprocess.py da8e4408c385c601 unverified MIT (permissive)
You Only Look Once: Unified, Real-Time Object Detection 8 Jun 2015 yakhyo/YOLOv1-pt/nets/nn.py 069755cdc2a2ef09 ran · honoured contract MIT (permissive)
arXiv:2024.findings-acl.180 ymliucs/MrGEC/gec/field.py 0d66f9af27d1fd13 unverified MIT (permissive)
arXiv:2022.emnlp-demos.40 OpenBMB/ModelCenter/model_center/generation/generation_utils.py 361ae26b3ac1d575 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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