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bool_flag

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

bool_flag appears in the code Syntology harvested for 47 papers, as 11 distinct code bodies found in 48 places (a place is one code body under one paper). At least one of them ran in 41 of the papers; 0 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 bool_flag 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 5 of the 11 distinct code bodies named bool_flag; 6 are unverified. One tile per status, in the site's fixed vocabulary, each code body counted once:

0ran · honoured contract
1ran · violated contract
1ran · our draft was wrong
0ran · fixture could not drive it
3ran
6unverified
0fingerprinted

Licence is a property of each copy, so it is counted per place: 11 of the 48 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

47 papers shown of 47, newest first; 48 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; 4 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
Approximating Matrix Functions with Deep Neural Networks and Transformers added by Syntology 2026-02 (from id) rahul3/LAWT/src/utils.py cc66d68d2046d6a3 ran · violated contract no licence file found · pointer only
CM3AE: A Unified RGB Frame and Event-Voxel/-Frame Pre-training Framework 17 Apr 2025 event-ahu/cm3ae/utils.py 4d25be8ebf17fde1 ran MIT (permissive)
ILIAS: Instance-Level Image retrieval At Scale 17 Feb 2025 ilias-vrg/ilias/feature_extraction/src/utils.py 0748e87b5dc40255 unverified MIT (permissive)
ILIAS: Instance-Level Image retrieval At Scale 17 Feb 2025 ilias-vrg/ilias/knn_search/src/utils.py 3786835370149d8a unverified MIT (permissive)
PatternBoost: Constructions in Mathematics with a Little Help from AI 1 Nov 2024 zawagner22/transformers_math_experiments/utils.py cc66d68d2046d6a3 ran · violated contract no licence file found · pointer only
Large-Scale 3D Medical Image Pre-training with Geometric Context Priors 13 Oct 2024 luffy03/large-scale-medical/VoComni/models/MiT_utils.py 4d25be8ebf17fde1 ran Apache-2.0 (permissive)
Learning from Memory: Non-Parametric Memory Augmented Self-Supervised Learning of Visual Features 3 Jul 2024 sthalles/MaSSL/utils.py c19231378e41dc5a ran no licence file found · pointer only
Stylebreeder: Exploring and Democratizing Artistic Styles through Text-to-Image Models 20 Jun 2024 stylebreeder/stylebreeder-code/utils.py 4d25be8ebf17fde1 ran MIT (permissive)
GLAD: Towards Better Reconstruction with Global and Local Adaptive Diffusion Models for Unsupervised Anomaly Detection 11 Jun 2024 hyao1/glad/dino/utils.py c19231378e41dc5a ran MIT (permissive)
GNN-RAG: Graph Neural Retrieval for Large Language Model Reasoning 30 May 2024 cmavro/gnn-rag/gnn/parsing.py 9d12a8337900a239 ran no licence file found · pointer only
Large Brain Model for Learning Generic Representations with Tremendous EEG Data in BCI 29 May 2024 935963004/labram/utils.py 4d25be8ebf17fde1 ran MIT (permissive)
Automatic Jailbreaking of the Text-to-Image Generative AI Systems 26 May 2024 Kim-Minseon/APGP/dino_utils.py c19231378e41dc5a ran no licence file found · pointer only
The Causal Chambers: Real Physical Systems as a Testbed for AI Methodology 17 Apr 2024 juangamella/causal-chamber-paper/case_studies/src/symbolicregression/utils.py cc66d68d2046d6a3 ran · violated contract MIT (permissive)
Bridging Vision and Language Spaces with Assignment Prediction 15 Apr 2024 park-jungin/vlap/src/utils.py 6315f2f3212e831f ran · our draft was wrong no licence file found · pointer only
CuVLER: Enhanced Unsupervised Object Discoveries through Exhaustive Self-Supervised Transformers 12 Mar 2024 shahaf-arica/CuVLER/dino/utils.py c19231378e41dc5a ran MIT (permissive)
Probabilistic Contrastive Learning for Long-Tailed Visual Recognition 11 Mar 2024 leaplabthu/proco/ProCo/utils.py c19231378e41dc5a ran Apache-2.0 (permissive)
EAGLE: Eigen Aggregation Learning for Object-Centric Unsupervised Semantic Segmentation 3 Mar 2024 MICV-yonsei/EAGLE/src_EAGLE/dino/utils.py c19231378e41dc5a ran MIT (permissive)
Memorization in Self-Supervised Learning Improves Downstream Generalization 19 Jan 2024 sprintml/memorizationssl/models/DINO/utils.py c19231378e41dc5a ran MIT (permissive)
Text-Driven Image Editing via Learnable Regions 28 Nov 2023 yuanze-lin/Learnable_Regions/models/dino_utils.py c19231378e41dc5a ran MIT (permissive)
OFA: A Framework of Initializing Unseen Subword Embeddings for Efficient Large-scale Multilingual Continued Pretraining 15 Nov 2023 cisnlp/ofa/ofa/ofa.py cc66d68d2046d6a3 ran · violated contract no licence file found · pointer only
SmooSeg: Smoothness Prior for Unsupervised Semantic Segmentation 27 Oct 2023 mc-lan/smooseg/models/dino/utils.py c19231378e41dc5a ran no licence file found · pointer only
CrIBo: Self-Supervised Learning via Cross-Image Object-Level Bootstrapping 11 Oct 2023 tileb1/CrIBo/cribo_utils/parser.py 4d25be8ebf17fde1 ran Apache-2.0 (permissive)
Decoupling Common and Unique Representations for Multimodal Self-supervised Learning 11 Sep 2023 zhu-xlab/dino-mm/models/dino/utils.py c19231378e41dc5a ran Apache-2.0 (permissive)
A Multidimensional Analysis of Social Biases in Vision Transformers 3 Aug 2023 jannik-brinkmann/social-biases-in-vision-transformers/src/embedding_extractors/models/dino/utils.py c19231378e41dc5a ran MIT (permissive)
Stable Diffusion is Unstable 5 Jun 2023 duchengbin8/Stable_Diffusion_is_Unstable/src/utils.py a198cecc0e49bd0b unverified Apache-2.0 (permissive)
Syllable Discovery and Cross-Lingual Generalization in a Visually Grounded, Self-Supervised Speech Model 19 May 2023 jasonppy/syllable-discovery/models/vit_utils.py 4d25be8ebf17fde1 ran BSD-3-Clause (permissive)
De-coupling and De-positioning Dense Self-supervised Learning 29 Mar 2023 ztt1024/densessl/utils.py c19231378e41dc5a ran MIT (permissive)
CrOC: Cross-View Online Clustering for Dense Visual Representation Learning 23 Mar 2023 stegmuel/CrOC/croc_utils/parser.py 4d25be8ebf17fde1 ran MIT (permissive)
Steering Prototypes with Prompt-tuning for Rehearsal-free Continual Learning 16 Mar 2023 lzvv123456/contrastive-prototypical-prompt/utils.py 4d25be8ebf17fde1 ran Apache-2.0 (permissive)
A New Benchmark: On the Utility of Synthetic Data with Blender for Bare Supervised Learning and Downstream Domain Adaptation 16 Mar 2023 huitangtang/on_the_utility_of_synthetic_data/supervised_learning/utils.py c19231378e41dc5a ran MIT (permissive)
TAN Without a Burn: Scaling Laws of DP-SGD 7 Oct 2022 facebookresearch/tan/src/utils/utils.py a198cecc0e49bd0b unverified BSD-3-Clause recorded; this copy not marked cleared · pointer only
A Simple and Powerful Global Optimization for Unsupervised Video Object Segmentation 19 Sep 2022 ponimatkin/ssl-vos/dino_utils.py c19231378e41dc5a ran MIT (permissive)
Exploring Target Representations for Masked Autoencoders 8 Sep 2022 liuxingbin/dbot/evaluation/utils.py c19231378e41dc5a ran Apache-2.0 (permissive)
Mugs: A Multi-Granular Self-Supervised Learning Framework 27 Mar 2022 sail-sg/mugs/utils.py c19231378e41dc5a ran Apache-2.0 (permissive)
CLIP-Mesh: Generating textured meshes from text using pretrained image-text models 24 Mar 2022 autodeskailab/clip-forge/train_autoencoder.py 5759b733d1deef88 unverified no licence file found · pointer only
Unsupervised Semantic Segmentation by Distilling Feature Correspondences 16 Mar 2022 leggedrobotics/self_supervised_segmentation/stego/backbones/dino/utils.py 4d25be8ebf17fde1 ran MIT (permissive)
Word Segmentation on Discovered Phone Units with Dynamic Programming and Self-Supervised Scoring 24 Feb 2022 jasonppy/word-discovery/models/vit_utils.py 4d25be8ebf17fde1 ran BSD-3-Clause (permissive)
Latent Space Smoothing for Individually Fair Representations 26 Nov 2021 eth-sri/lassi/src/args.py 8560848ba2fe7200 unverified Apache-2.0 (permissive)
Self-Distilled Self-Supervised Representation Learning 25 Nov 2021 hagiss/sdssl/utils.py c19231378e41dc5a ran MIT (permissive)
Pretrained Language Models are Symbolic Mathematics Solvers too! 7 Oct 2021 softsys4ai/differentiable-proving/src/utils.py cc66d68d2046d6a3 ran · violated contract MIT (permissive)
PASS: An ImageNet replacement for self-supervised pretraining without humans 27 Sep 2021 facebookresearch/dino/utils.py c19231378e41dc5a ran Apache-2.0 (permissive)
XCiT: Cross-Covariance Image Transformers 17 Jun 2021 adrienangeli/dino/utils.py c19231378e41dc5a ran Apache-2.0 (permissive)
Unsupervised Cross-lingual Representation Learning at Scale 5 Nov 2019 identical code first harvested elsewhere cc66d68d2046d6a3 ran · violated contract licence of this copy not recorded
Social GAN: Socially Acceptable Trajectories with Generative Adversarial Networks 29 Mar 2018 agrimgupta92/sgan/sgan/utils.py 533a2b4e2af6948c unverified MIT (permissive)
arXiv:Zhou_Towards_Effective_Foundation_Model_Adaptation_for_Extreme_Cross-Domain_Few-Shot_Learning_ICCV_2025_paper NWPUZhoufei/FMA/dino_utils.py c19231378e41dc5a ran Apache-2.0 (permissive)
arXiv:Sun_Pixel-level_Semantic_Correspondence_through_Layout-aware_Representation_Learning_and_Multi-scale_Matching_CVPR_2024_paper YXSUNMADMAX/LPMFlow/models/feature_backbones/utils.py c19231378e41dc5a ran Apache-2.0 (permissive)
arXiv:2022.findings-emnlp.181 cmavro/ReaRev_KGQA/parsing.py 9d12a8337900a239 ran MIT (permissive)
arXiv:136810551 YtongXie/UniMiSS-code/UniMiSS/utils.py 4d25be8ebf17fde1 ran 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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