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get_masks

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

get_masks appears in the code Syntology harvested for 23 papers, as 14 distinct code bodies found in 23 places (a place is one code body under one paper). At least one of them ran in 10 of the papers; 1 of the code bodies carries 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 get_masks 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 4 of the 14 distinct code bodies named get_masks; 10 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
3ran · fixture could not drive it
0ran
10unverified
1fingerprinted

Licence is a property of each copy, so it is counted per place: 7 of the 23 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

23 papers shown of 23, newest first; 23 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 1 papers added by Syntology. 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
Approximating Matrix Functions with Deep Neural Networks and Transformers added by Syntology 2026-02 (from id) rahul3/LAWT/src/model/transformer.py b2470f4f0c09db41 ran · fixture could not drive it no licence file found · pointer only
Equivariance Everywhere All At Once: A Recipe for Graph Foundation Models 17 Jun 2025 benfinkelshtein/equivarianceeverywhere/helpers/split_data.py 8bf36e42900605d7 unverified MIT (permissive)
NLPrompt: Noise-Label Prompt Learning for Vision-Language Models 2 Dec 2024 qunovo/NLPrompt/utils.py 400176ff8ba07447 unverified no licence file found · pointer only
Where's Waldo: Diffusion Features for Personalized Segmentation and Retrieval 28 May 2024 dvirsamuel/PDM/pdm_matching.py cb0792c6a2ab9d57 unverified no licence file found · pointer only
Neural Implicit Representation for Building Digital Twins of Unknown Articulated Objects 1 Apr 2024 nvlabs/digitaltwinart/utils/nerf_utils.py b6f2db4f4bc89a52 unverified licence not identified · pointer only
ODEFormer: Symbolic Regression of Dynamical Systems with Transformers 9 Oct 2023 sdascoli/odeformer/odeformer/model/transformer.py b2470f4f0c09db41 ran · fixture could not drive it MIT (permissive)
SALSA VERDE: a machine learning attack on Learning With Errors with sparse small secrets 2023-06 (from id) facebookresearch/verde/src/train/model/transformer.py 5166549dd1f14dc7 ran · fixture could not drive it licence not identified · pointer only
Outline, Then Details: Syntactically Guided Coarse-To-Fine Code Generation 28 Apr 2023 vita-group/chaincoder/model/transformer.py b2470f4f0c09db41 ran · fixture could not drive it MIT (permissive)
Transformer-based Planning for Symbolic Regression 13 Mar 2023 deep-symbolic-mathematics/TPSR/symbolicregression/model/transformer.py 57e18f5aa5126f5b ran · fixture could not drive it MIT (permissive)
InFusionSurf: Refining Neural RGB-D Surface Reconstruction Using Per-Frame Intrinsic Refinement and TSDF Fusion Prior Learning 8 Mar 2023 ROKIT-Healthcare/FastSurf/losses.py 865d49d44a21dc85 unverified MIT (permissive)
Proactive Robot Assistance via Spatio-Temporal Object Modeling 28 Nov 2022 maithili/spatiotemporalobjecttracking/GraphTranslatorModule.py 7868dc6ee5b5c8b3 ran · our draft was wrong fingerprinted MIT (permissive)
End-to-end symbolic regression with transformers 22 Apr 2022 deep-symbolic-mathematics/TPSR/symbolicregression/model/transformer.py b2470f4f0c09db41 ran · fixture could not drive it MIT (permissive)
Pretrained Language Models are Symbolic Mathematics Solvers too! 7 Oct 2021 softsys4ai/differentiable-proving/src/model/transformer.py b2470f4f0c09db41 ran · fixture could not drive it MIT (permissive)
Glimpse-Attend-and-Explore: Self-Attention for Active Visual Exploration 26 Aug 2021 soroushseifi/glimpse-attend-explore/network_functions.py b74d176a421015f5 unverified no licence file found · pointer only
The elephant in the interpretability room: Why use attention as explanation when we have saliency methods? 12 Oct 2020 jessevig/bertviz/bertviz/transformers_neuron_view/modeling_xlm.py f5d8d44f65a08b76 unverified Apache-2.0 (permissive)
On Negative Interference in Multilingual Models: Findings and A Meta-Learning Treatment 6 Oct 2020 iedwardwangi/MetaAdapter/src/model/transformer.py b2470f4f0c09db41 ran · fixture could not drive it BSD-3-Clause (permissive)
Referring Image Segmentation via Cross-Modal Progressive Comprehension 1 Oct 2020 spyflying/CMPC-Refseg/CMPC_video/build_A2D_batches.py b210b3bc6674d1c1 unverified MIT (permissive)
POINTER: Constrained Progressive Text Generation via Insertion-based Generative Pre-training 1 May 2020 dreasysnail/POINTER/pytorch_transformers/modeling_xlm.py f5d8d44f65a08b76 unverified MIT (permissive)
Towards Practical Multi-Object Manipulation using Relational Reinforcement Learning 23 Dec 2019 richardrl/rlkit-relational/rlkit/torch/relational/relational_util.py 06b6c0187c9c735e unverified MIT (permissive)
Unsupervised Cross-lingual Representation Learning at Scale 5 Nov 2019 identical code first harvested elsewhere b2470f4f0c09db41 ran · fixture could not drive it licence of this copy not recorded
Graph-Based Reasoning over Heterogeneous External Knowledge for Commonsense Question Answering 9 Sep 2019 DecstionBack/AAAI_2020_CommonsenseQA/pytorch_transformers/modeling_xlm.py f5d8d44f65a08b76 unverified Apache-2.0 (permissive)
XLNet: Generalized Autoregressive Pretraining for Language Understanding 19 Jun 2019 samwisegamjeee/pytorch-transformers/pytorch_transformers/modeling_xlm.py f5d8d44f65a08b76 unverified Apache-2.0 (permissive)
Learning Semantic Textual Similarity from Conversations 20 Apr 2018 nickyeolk/info_retrieve/src/bert_tokenization.py fe26978879cca681 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".

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