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generate_mask

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

generate_mask appears in the code Syntology harvested for 24 papers, as 23 distinct code bodies found in 25 places (a place is one code body under one paper). At least one of them ran in 15 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 generate_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 14 of the 23 distinct code bodies named generate_mask; 9 are unverified. One tile per status, in the site's fixed vocabulary, each code body counted once:

1ran · honoured contract
1ran · violated contract
3ran · our draft was wrong
2ran · fixture could not drive it
7ran
9unverified
2fingerprinted

Licence is a property of each copy, so it is counted per place: 7 of the 25 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

24 papers shown of 24, newest first; 25 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. 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
SeBA: Semi-supervised few-shot learning via Separated-at-Birth Alignment for tabular data added by Syntology 2026-05 (from id) kacper3615/SeBA/trainers/pretrainer.py 4b51c14f1bcd8b4c ran · our draft was wrong no licence file found · pointer only
Video-based Music Generation added by Syntology 2026-02 (from id) serkansulun/midi-emotion/src/models/music_continuous_token.py b70d86b4cc18c96c ran · our draft was wrong fingerprinted licence not identified · pointer only
Curse of High Dimensionality Issue in Transformer for Long-context Modeling 28 May 2025 bolixinyu/dynamicgroupattention/codebase/core/replace_llama_attn.py 2b175d1d753da1d7 ran · fixture could not drive it no licence file found · pointer only
Do ImageNet-trained models learn shortcuts? The impact of frequency shortcuts on generalization 5 Mar 2025 nis-research/hfss/hfss/LSI.py 2e0170b8a1504ca2 ran · our draft was wrong MIT (permissive)
A Refer-and-Ground Multimodal Large Language Model for Biomedicine 26 Jun 2024 shawnhuang497/bird/applications/gradio_autolable.py 17bafa39d1e2efb8 unverified Apache-2.0 (permissive)
Towards Open Respiratory Acoustic Foundation Models: Pretraining and Benchmarking 23 Jun 2024 evelyn0414/OPERA/res_analysis/visualize_masked_spec.py 119b5fe3e8b4754c ran MIT (permissive)
BiLLM: Pushing the Limit of Post-Training Quantization for LLMs 6 Feb 2024 aaronhuang-778/billm/utils/mask.py fc283fd7e228ed38 ran MIT (permissive)
Fast Diffusion-Based Counterfactuals for Shortcut Removal and Generation 21 Dec 2023 nina-weng/fastdime_med/models/diffusion.py b67301bd34cd84fa ran no licence file found · pointer only
Tell2Design: A Dataset for Language-Guided Floor Plan Generation 27 Nov 2023 lengsicong/tell2design/CogView/calculate_iou.py 30f6580c44acf787 ran no licence file found · pointer only
D4Explainer: In-Distribution GNN Explanations via Discrete Denoising Diffusion 30 Oct 2023 graph-and-geometric-learning/d4explainer/explainers/diff_explainer.py d59e27b5fae8a2be ran · honoured contract MIT (permissive)
In-Context Explainers: Harnessing LLMs for Explaining Black Box Models 9 Oct 2023 AI4LIFE-GROUP/LLM_Explainer/faithulness_util.py f4a2f984558ae1e9 ran MIT (permissive)
Synthesizing Long-Term Human Motions with Diffusion Models via Coherent Sampling 3 Aug 2023 yangzhao1230/pcmdm/generate_3.py 14b4b780a575af4d ran MIT (permissive)
EigenTrajectory: Low-Rank Descriptors for Multi-Modal Trajectory Forecasting 18 Jul 2023 inhwanbae/EigenTrajectory/baseline/agentformer/model.py 66d9c97d20cb3bfd ran MIT (permissive)
DiffUTE: Universal Text Editing Diffusion Model 18 May 2023 chenhaoxing/DiffUTE/train_diffute_v1.py 65ca128ea9c454b4 ran · fixture could not drive it Apache-2.0 (permissive)
Continuous PDE Dynamics Forecasting with Implicit Neural Representations 29 Sep 2022 mkirchmeyer/DINo/utils.py 02a0972b1b74d1d4 unverified Apache-2.0 (permissive)
TokenMix: Rethinking Image Mixing for Data Augmentation in Vision Transformers 18 Jul 2022 sense-x/tokenmix/tokenmix.py 1a893ea1848a97cd unverified MIT (permissive)
On Embeddings for Numerical Features in Tabular Deep Learning 10 Mar 2022 aruberts/TabTransformerTF/tabtransformertf/utils/helper.py d049416624d7d820 unverified Apache-2.0 (permissive)
Confidence May Cheat: Self-Training on Graph Neural Networks under Distribution Shift 27 Jan 2022 bupt-gamma/dr-gst/utils.py 44e0c4604dfd69e9 unverified MIT (permissive)
The DEformer: An Order-Agnostic Distribution Estimating Transformer 13 Jun 2021 airalcorn2/deformer/deformer.py 3237bc793452728d ran · violated contract fingerprinted no licence file found · pointer only
The DEformer: An Order-Agnostic Distribution Estimating Transformer 13 Jun 2021 airalcorn2/deformer/deformer.py b23e01cf590819cb unverified no licence file found · pointer only
AgentFormer: Agent-Aware Transformers for Socio-Temporal Multi-Agent Forecasting 25 Mar 2021 Khrylx/AgentFormer/model/agentformer.py 66d9c97d20cb3bfd ran MIT (permissive)
Conditional Constrained Graph Variational Autoencoders for Molecule Design 1 Sep 2020 drigoni/ConditionalCGVAE/model/data_augmentation.py 87fb0cab6105ca64 unverified MIT (permissive)
Graph Convolutional Networks for Graphs Containing Missing Features 9 Jul 2020 marblet/GCNmf/utils/missing.py 42592ec530b479d2 unverified MIT (permissive)
Stance Detection Benchmark: How Robust Is Your Stance Detection? 6 Jan 2020 UKPLab/mdl-stance-robustness/module/san.py 809cfdb94234ea27 unverified MIT (permissive)
Constrained Generation of Semantically Valid Graphs via Regularizing Variational Autoencoders 7 Sep 2018 Microsoft/constrained-graph-variational-autoencoder/data_augmentation.py 87fb0cab6105ca64 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