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create_mask

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

create_mask appears in the code Syntology harvested for 35 papers, as 30 distinct code bodies found in 35 places (a place is one code body under one paper). At least one of them ran in 18 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 create_mask 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 15 of the 30 distinct code bodies named create_mask; 15 are unverified. One tile per status, in the site's fixed vocabulary, each code body counted once:

1ran · honoured contract
2ran · violated contract
4ran · our draft was wrong
3ran · fixture could not drive it
5ran
15unverified
3fingerprinted

Licence is a property of each copy, so it is counted per place: 10 of the 35 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

35 papers shown of 35, newest first; 35 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 2 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
Disentangling Knowledge States with Ability and Proficiency Modeling for Knowledge Tracing added by Syntology 2026-07 (from id) ThaliaBee/PAKT/models/pakt.py cf12f6299986b1e5 ran · fixture could not drive it fingerprinted no licence file found · pointer only
Audio ControlNet for Fine-Grained Audio Generation and Editing added by Syntology 2026-02 (from id) haidog-yaqub/EzAudio/src/models/controlnet.py 2004128767739013 ran · our draft was wrong MIT (permissive)
Pay Less Attention to Deceptive Artifacts: Robust Detection of Compressed Deepfakes on Online Social Networks 25 Jun 2025 manyilee/plada/models/swin_transformer.py c0a5cd5e8d1e1870 ran · violated contract no licence file found · pointer only
arXiv:2503.01287 2025-03 (from id) Aalto-QuML/RISE/train_glm_wang.py ed5f7891e7753448 unverified MIT (permissive)
OAT: Object-Level Attention Transformer for Gaze Scanpath Prediction 18 Jul 2024 hkust-nisl/oat_eccv24/src/model/models.py 22b9eb9c9b3b5796 ran no licence file found · pointer only
Dataset Regeneration for Sequential Recommendation 28 May 2024 ustc-starteam/dr4sr/3.Hybrid_inference.py 941a7f6af07e09c3 ran · fixture could not drive it no licence file found · pointer only
MathNet: A Data-Centric Approach for Printed Mathematical Expression Recognition 21 Apr 2024 felix-schmitt/MathNet/model_parts/utils.py 7723237bdf97f354 ran CC-BY-4.0 · pointer only
A General Framework for Learning from Weak Supervision 2 Feb 2024 hhhhhhao/general-framework-weak-supervision/src/core/nfa.py d4a2791e30483900 ran no licence file found · pointer only
Rethinking and Simplifying Bootstrapped Graph Latents 5 Dec 2023 zszszs25/sgcl/bgrl/utils.py 509669ee062c0b43 ran no licence file found · pointer only
PHG-Net: Persistent Homology Guided Medical Image Classification 28 Nov 2023 yaoppeng/topoclassification/models/swin_transformer.py c0a5cd5e8d1e1870 ran · violated contract no licence file found · pointer only
Beyond Generation: Harnessing Text to Image Models for Object Detection and Segmentation 12 Sep 2023 gyhandy/text2image-for-detection/cutpaste/pb.py 47caad7b315514da ran no licence file found · pointer only
NaturalSpeech 2: Latent Diffusion Models are Natural and Zero-Shot Speech and Singing Synthesizers 18 Apr 2023 lucidrains/naturalspeech2-pytorch/naturalspeech2_pytorch/utils/utils.py ac1731a11eef3564 unverified MIT (permissive)
AutoAD: Movie Description in Context 29 Mar 2023 Soldelli/MAD/baselines/VLG-Net/lib/modeling/model.py d7c33caee240d767 ran · fixture could not drive it MIT (permissive)
Oscillation-free Quantization for Low-bit Vision Transformers 4 Feb 2023 nbasyl/OFQ/src/quantization/quantizer/statsq.py f4934b3f979d2af4 ran · honoured contract fingerprinted MIT (permissive)
The Forward-Forward Algorithm: Some Preliminary Investigations 27 Dec 2022 ghadialhajj/FF_unsupervised/utils.py 3d9cb0a5f1664e74 ran · our draft was wrong MIT (permissive)
Logical Tasks for Measuring Extrapolation and Rule Comprehension 14 Nov 2022 ifujisawa/addition-experiment/src/models/transformer.py cd7fc10c2d780e79 unverified MIT (permissive)
Masked Autoencoders that Listen 13 Jul 2022 rishikksh20/AudioMAE-pytorch/audio_mae.py 5b1dded6034b41e3 ran · violated contract MIT (permissive)
Translation between Molecules and Natural Language 25 Apr 2022 blender-nlp/MolT5/baselines/main_transformer_caption2smiles.py c8ed36180a390809 unverified BSD-3-Clause (permissive)
Incremental Transformer Structure Enhanced Image Inpainting with Masking Positional Encoding 2 Mar 2022 dqiaole/zits/src/utils.py 817b9a0ad441fb50 unverified Apache-2.0 (permissive)
Training Deep Neural Networks with Adaptive Momentum Inspired by the Quadratic Optimization 18 Oct 2021 kentaroy47/vision-transformers-cifar10/models/swin.py c0a5cd5e8d1e1870 ran · violated contract MIT (permissive)
Swin Transformer: Hierarchical Vision Transformer using Shifted Windows 25 Mar 2021 berniwal/swin-transformer-pytorch/swin_transformer_pytorch/swin_transformer.py c0a5cd5e8d1e1870 ran · violated contract MIT (permissive)
Causal Inference of Script Knowledge 2 Apr 2020 weberna/causalchains/causalchains/models/estimator_model.py fcc6a7b7236cca10 ran · our draft was wrong fingerprinted no licence file found · pointer only
MCFlow: Monte Carlo Flow Models for Data Imputation 27 Mar 2020 trevor-richardson/MCFlow/util/utils.py b3df793f87df1621 unverified MIT (permissive)
Generative ODE Modeling with Known Unknowns 24 Mar 2020 orilinial/GOKU/create_data.py 893b8efae65c5b98 ran · our draft was wrong MIT (permissive)
Differentiable Reasoning on Large Knowledge Bases and Natural Language 17 Dec 2019 uclnlp/gntp/gntp/masking.py bd0230f569a312c8 unverified MIT (permissive)
DIODE: A Dense Indoor and Outdoor DEpth Dataset 1 Aug 2019 rain58/boundary-aware-image-inpainting/src/utils.py 817b9a0ad441fb50 unverified MIT (permissive)
Bidirectional Attentive Memory Networks for Question Answering over Knowledge Bases 6 Mar 2019 hugochan/BAMnet/src/core/bamnet/modules.py 5724b23174c5ed85 unverified Apache-2.0 (permissive)
The Regretful Agent: Heuristic-Aided Navigation through Progress Estimation 5 Mar 2019 CAVED123/regretful-agent/tasks/R2R-pano/models/modules.py f3bcfc9ebf343e45 unverified MIT (permissive)
Self-Monitoring Navigation Agent via Auxiliary Progress Estimation 10 Jan 2019 chihyaoma/selfmonitoring-agent/tasks/R2R-pano/models/modules.py f3bcfc9ebf343e45 unverified MIT (permissive)
Calibrating Deep Convolutional Gaussian Processes 26 May 2018 GiaLacTRAN/convolutional_deep_gp_random_features/code/exp.py 5a26dc00098d0f54 unverified Apache-2.0 (permissive)
Attention Is All You Need 12 Jun 2017 moein-shariatnia/Pix2Seq/model.py 15eb50c3a04937a6 unverified MIT (permissive)
MOSI: Multimodal Corpus of Sentiment Intensity and Subjectivity Analysis in Online Opinion Videos 20 Jun 2016 soujanyaporia/contextual-multimodal-fusion/trimodal_attention_models.py 5d48dbaa71ca5e6a unverified MIT (permissive)
Convolutional Neural Networks for Sentence Classification 25 Aug 2014 rainorangelemon/TextCNN-with-Attention/model.py 3c77d69fa7310478 unverified Apache-2.0 (permissive)
arXiv:aaai_25328 dali92002/SSL-OCR/models/transformer.py cf576b0db0e5f2e0 unverified MIT (permissive)
arXiv:2023.acl-long.452 terarachang/DataICL/select_datamodels.py f80ba0c8a442c4c1 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