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pad_tensor

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

pad_tensor appears in the code Syntology harvested for 27 papers, as 23 distinct code bodies found in 27 places (a place is one code body under one paper). At least one of them ran in 10 of the papers; 3 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_tensor 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 7 of the 23 distinct code bodies named pad_tensor; 16 are unverified. One tile per status, in the site's fixed vocabulary, each code body counted once:

0ran · honoured contract
0ran · violated contract
1ran · our draft was wrong
4ran · fixture could not drive it
2ran
16unverified
3fingerprinted

Licence is a property of each copy, so it is counted per place: 9 of the 27 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

27 papers shown of 27, newest first; 27 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; 1 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
Learning Materials Properties from Scarce Labels and Unlabeled Crystals added by Syntology 2026-08 (from id) littlepeachs/SemiMat/ocpmodels/common/gp_utils.py 30bc93160486bf59 unverified MIT (permissive)
Quantum-Inspired Vision: Leveraging Wave-Particle Duality for Low-Illumination Enhancement added by Syntology 2026-07 (from id) StudioYG/DRU/models/networks.py 9457774086c9e2b5 ran · fixture could not drive it no licence file found · pointer only
HiEdit: Lifelong Model Editing with Hierarchical Reinforcement Learning added by Syntology 2026-04 (from id) yangfanww/hiedit/editor/hieditmm.py a8372336a87f5776 ran · our draft was wrong fingerprinted no licence file found · pointer only
arXiv:2507.20163 2025-07 (from id) Zeyu1226-mt/LLM-IAVC/stage_two/LLM_VC_dataset.py 107f2048a0518c96 unverified no licence file found · pointer only
UltraEdit: Training-, Subject-, and Memory-Free Lifelong Editing in Large Language Models 20 May 2025 xiaojiegu/ultraedit/editor/ultraedit.py a8372336a87f5776 ran · our draft was wrong fingerprinted no licence file found · pointer only
Learning on LLM Output Signatures for gray-box LLM Behavior Analysis 18 Mar 2025 barsguy/llm-output-signatures-network/utils/dataset_preprocess.py 3cc2afd1c95778eb unverified MIT (permissive)
SVDQuant: Absorbing Outliers by Low-Rank Components for 4-Bit Diffusion Models 7 Nov 2024 mit-han-lab/nunchaku/nunchaku/utils.py 15c37ce4033a4043 unverified Apache-2.0 (permissive)
MM-Soc: Benchmarking Multimodal Large Language Models in Social Media Platforms 21 Feb 2024 claws-lab/mmsoc/mmsoc/utils/data_utils.py 1f67e155cfe5cae9 ran fingerprinted no licence file found · pointer only
FLAIR: a Country-Scale Land Cover Semantic Segmentation Dataset From Multi-Source Optical Imagery 20 Oct 2023 ignf/flair-2-ai-challenge/src/utils_dataset.py 314a47dca812f4f4 ran Apache-2.0 (permissive)
U-TILISE: A Sequence-to-sequence Model for Cloud Removal in Optical Satellite Time Series 22 May 2023 prs-eth/u-tilise/lib/data_utils.py 50951d269094499f unverified MIT (permissive)
Pointwise Mutual Information Based Metric and Decoding Strategy for Faithful Generation in Document Grounded Dialogs 20 May 2023 ynandwan/pmi-faith/faithful-decode/models/modeling_nce.py 2dec641c76d04d78 unverified Apache-2.0 (permissive)
Pyramid Diffusion Models For Low-light Image Enhancement 17 May 2023 limuloo/PyDIff/PyDiff/pydiff/archs/ddpm_arch.py 65a5c76a5c2ce5a0 ran · fixture could not drive it fingerprinted licence not identified · pointer only
NaturalSpeech 2: Latent Diffusion Models are Natural and Zero-Shot Speech and Singing Synthesizers 18 Apr 2023 lucidrains/naturalspeech2-pytorch/naturalspeech2_pytorch/aligner.py c6289707dcc4058f unverified MIT (permissive)
ViTs for SITS: Vision Transformers for Satellite Image Time Series 12 Jan 2023 VSainteuf/pastis-benchmark/code/collate.py 314a47dca812f4f4 ran MIT (permissive)
Towards Multi-Modal Sarcasm Detection via Hierarchical Congruity Modeling with Knowledge Enhancement 7 Oct 2022 less-and-less-bugs/hkemodel/utils/data_utils.py 0e688f22521702da unverified MIT (permissive)
Contrastive Monotonic Pixel-Level Modulation 23 Jul 2022 lukun199/MonoPix/models/networks.py 9457774086c9e2b5 ran · fixture could not drive it no licence file found · pointer only
FaithDial: A Faithful Benchmark for Information-Seeking Dialogue 22 Apr 2022 mcgill-nlp/faithdial/models/modeling_nce.py 2dec641c76d04d78 unverified MIT (permissive)
Fast and Memory-Efficient Network Towards Efficient Image Super-Resolution 18 Apr 2022 nju-jet/fmen/train_fmen.py 36de767510d9fb56 ran · fixture could not drive it Apache-2.0 (permissive)
SSH: A Self-Supervised Framework for Image Harmonization 15 Aug 2021 vita-group/ssharmonization/unet_tile_se_norm.py 2261fafa69f3393c ran · fixture could not drive it licence not identified · pointer only
Drug-Target Interaction Prediction with Graph Attention networks 10 Jul 2021 Haiyang-W/DTI-GRAPH/dataloader.py 9f0c1caa239cb57d unverified MIT (permissive)
The Open Catalyst 2020 (OC20) Dataset and Community Challenges 20 Oct 2020 gasteigerjo/ocp/ocpmodels/common/gp_utils.py db111ae38a618c0c unverified MIT recorded; this copy not marked cleared · pointer only
Learning Dexterous Grasping with Object-Centric Visual Affordances 3 Sep 2020 priyankamandikal/graff/a2c_ppo_acktr/tensor_utils.py a0fa6632ba91e5df unverified MIT (permissive)
Graph Neural Network Based Coarse-Grained Mapping Prediction 24 Jun 2020 rochesterxugroup/DSGPM/dataset/collate.py 4235cc0d67195ab3 unverified MIT (permissive)
Sequential Scenario-Specific Meta Learner for Online Recommendation 2 Jun 2019 THUDM/ScenarioMeta/src/utils.py ec1263e33cee1529 unverified MIT (permissive)
Object-centric Auto-encoders and Dummy Anomalies for Abnormal Event Detection in Video 11 Dec 2018 fjchange/object_centric_VAD/object_detection/utils/shape_utils.py 7c67344dbf665e91 unverified MIT (permissive)
Neural Random Forests 25 Apr 2016 dhuynh95/cryptotree/cryptotree/tree.py 254afcaedc5de2a9 unverified Apache-2.0 (permissive)
Adaptive Computation Time for Recurrent Neural Networks 29 Mar 2016 ceyzaguirre4/adaptive_computation/act/utils.py 4ba0c3a66ce30058 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".

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