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collate

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

collate appears in the code Syntology harvested for 50 papers, as 49 distinct code bodies found in 53 places (a place is one code body under one paper). At least one of them ran in 23 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 collate 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 23 of the 49 distinct code bodies named collate; 26 are unverified. One tile per status, in the site's fixed vocabulary, each code body counted once:

0ran · honoured contract
0ran · violated contract
3ran · our draft was wrong
0ran · fixture could not drive it
20ran
26unverified
1fingerprinted

Licence is a property of each copy, so it is counted per place: 22 of the 53 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

50 papers shown of 50, newest first; 53 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 10 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
The Evaluation Protocol Determines the Result: An Independent Reproduction of LeWorldModel on TwoRoom added by Syntology 2026-08 (from id) joyjeet-singh/tinylab/model.py a69159257536a296 ran no licence file found · pointer only
Taste-aware music retrieval from audio embeddings added by Syntology 2026-07 (from id) CSCPadova/wav2taste/src/wav2taste/data.py fbe13a6c7e063e66 ran Apache-2.0 (permissive)
Adapting Reinforcement Learning with Chain-of-Thought Supervision for Explainable Detection of Hateful and Propagandistic Memes added by Syntology 2026-06 (from id) MohamedBayan/MemeReason/training/unimodal/train_image_classifier.py 033c0d3e1d4d06bd ran no licence file found · pointer only
Adapting Reinforcement Learning with Chain-of-Thought Supervision for Explainable Detection of Hateful and Propagandistic Memes added by Syntology 2026-06 (from id) MohamedBayan/MemeReason/training/unimodal/train_text_classifier.py 9da5d59a7b5f1751 ran no licence file found · pointer only
Beyond LoRA: Is Sparsity-Induced Adaptation Better? added by Syntology 2026-06 (from id) EliCaden/Beyond_LoRA/ProjectModelsTwo/deepseekcoder_trainer.py 4f9a3d494ab96e3d ran no licence file found · pointer only
LARA: Latent Action Representation Alignment for Vision-Language-Action Models added by Syntology 2026-06 (from id) lmy1001/LARA/LARA_full/lara_full/model/transforms.py 7a91a74e5c4b02cd ran no licence file found · pointer only
Matching Meaning at Scale: Evaluating Semantic Search for 18th-Century Intellectual History through the Case of Locke added by Syntology 2026-05 (from id) TurkuNLP/semantic-sim/embed_data.py 6ed105130bd872bf ran Apache-2.0 (permissive)
Amplified Patch-Level Differential Privacy for Free via Random Cropping added by Syntology 2026-03 (from id) TUM-DAML/patch_level_dp/src/patch_level_dp/privacy/dataloader.py c2f5f5309d0f6648 unverified no licence file found · pointer only
Human Motion Synthesis in 3D Scenes via Unified Scene Semantic Occupancy added by Syntology 2025-11 (from id) jingyugong/SSOMotion/data_loaders/tensors.py d625e511512c130d unverified no licence file found · pointer only
Graph4MM: Weaving Multimodal Learning with Structural Information added by Syntology 2025-10 (from id) YennNing/Graph4MM/wikiweb2m/data.py a7a3f3dcd3751e0b unverified no licence file found · pointer only
ELMO : Efficiency via Low-precision and Peak Memory Optimization in Large Output Spaces added by Syntology 2025-10 (from id) xmc-aalto/elmo/src/data.py 8468686478a08bfd unverified MIT (permissive)
DreamGen: Unlocking Generalization in Robot Learning through Video World Models 19 May 2025 nvidia/gr00t-dreams/gr00t/model/transforms_idm.py d3852fd955c72485 unverified Apache-2.0 (permissive)
Aioli: A Unified Optimization Framework for Language Model Data Mixing 8 Nov 2024 HazyResearch/aioli/mixing_law_fitting.py 92cb091d2427e662 unverified Apache-2.0 (permissive)
Navigating Extremes: Dynamic Sparsity in Large Output Space 5 Nov 2024 xmc-aalto/NeurIPS24-dst/src/data.py 5f5978e283404133 unverified no licence file found · pointer only
Multistain Pretraining for Slide Representation Learning in Pathology 5 Aug 2024 mahmoodlab/madeleine/madeleine/datasets/wsi_dataset.py 910a3e5fcf6ff1eb unverified licence not identified · pointer only
On the Utility of Speech and Audio Foundation Models for Marmoset Call Analysis 23 Jul 2024 idiap/speech-utility-bioacoustics/src/extract_byol.py 8dcb423585156d31 ran GPL-3.0 (copyleft) · pointer only
Estimating before Debiasing: A Bayesian Approach to Detaching Prior Bias in Federated Semi-Supervised Learning 30 May 2024 GuogangZhu/FedDB/src/modules/modules.py 8dd93e2f9818fe9e ran · our draft was wrong Apache-2.0 (permissive)
Harnessing the Power of MLLMs for Transferable Text-to-Image Person ReID 8 May 2024 wentaotan/mllm4text-reid/datasets/build.py e1cb4f3d2779e452 ran no licence file found · pointer only
WorldGPT: Empowering LLM as Multimodal World Model 28 Apr 2024 dcdmllm/worldgpt/batch_inference.py 5fe66bcebddc1aab ran no licence file found · pointer only
The NeurIPS 2023 Machine Learning for Audio Workshop: Affective Audio Benchmarks and Novel Data 21 Mar 2024 HumeAI/competitions/DaiKon2026/1_influence_challenge/dataset.py c39ad58d70115ba6 ran no licence file found · pointer only
ReGenNet: Towards Human Action-Reaction Synthesis 18 Mar 2024 liangxuy/ReGenNet/data_loaders/tensors.py 43f8562092d7f4be ran MIT (permissive)
ICP-Flow: LiDAR Scene Flow Estimation with ICP 27 Feb 2024 yanconglin/icp-flow/dataset_argo.py c749ef089e2a88e0 ran fingerprinted Apache-2.0 (permissive)
Social Physics Informed Diffusion Model for Crowd Simulation 8 Feb 2024 tsinghua-fib-lab/SPDiff/models/trajectron.py d6c9e8ba93a85e0e ran no licence file found · pointer only
Improved off-policy training of diffusion samplers 7 Feb 2024 GFNOrg/gfn-diffusion/energy_sampling/buffer.py b12c326f37f6b931 ran no licence file found · pointer only
Improved off-policy training of diffusion samplers 7 Feb 2024 GFNOrg/gfn-diffusion/vae/buffer.py 8758016c1e97eb30 ran no licence file found · pointer only
Product Manifold Representations for Learning on Biological Pathways 27 Jan 2024 identical code first harvested elsewhere 302678f85d5f5440 ran · our draft was wrong licence of this copy not recorded
Recursive Visual Programming 4 Dec 2023 para-lost/rvp/vision_processes.py b54134f48b26b8b8 ran licence not identified · pointer only
InterControl: Zero-shot Human Interaction Generation by Controlling Every Joint 27 Nov 2023 zhenzhiwang/intercontrol/data_loaders/tensors.py d325ed8de87c03ce ran MIT (permissive)
Hyperbolic Graph Neural Networks at Scale: A Meta Learning Approach 29 Oct 2023 Akirato/HGRAM/HGRAM/subgraph_data_processing.py 148ba4a6b78b7a2f ran no licence file found · pointer only
Noisy-Correspondence Learning for Text-to-Image Person Re-identification 19 Aug 2023 QinYang79/RDE/2024-CVPR-RDE/datasets/build.py e1cb4f3d2779e452 ran no licence file found · pointer only
PREADD: Prefix-Adaptive Decoding for Controlled Text Generation 6 Jul 2023 jonnypei/acl23-preadd/methods/fudge/data.py bd461652e2d3d3ad ran MIT (permissive)
WebGLM: Towards An Efficient Web-Enhanced Question Answering System with Human Preferences 13 Jun 2023 thudm/webglm/train_retriever.py db2d6921f484bac7 unverified Apache-2.0 (permissive)
Dynamic Sparse Training with Structured Sparsity 3 May 2023 calgaryml/condensed-sparsity/src/rigl_torch/datasets/_coco_detection_v2.py ffc9a12b2490e5ad unverified MIT (permissive)
Eagle: Large-Scale Learning of Turbulent Fluid Dynamics with Mesh Transformers 16 Feb 2023 eagle-dataset/eaglemeshtransformer/Dataloader/eagle.py a6d46aca78175ca3 unverified MIT (permissive)
Quantile Risk Control: A Flexible Framework for Bounding the Probability of High-Loss Predictions 27 Dec 2022 jakesnell/quantile-risk-control/var_control/split.py 06c1dbc139919859 unverified MIT (permissive)
A graph-transformer for whole slide image classification 19 May 2022 vkola-lab/tmi2022/helper.py cd1f597238e8dea4 unverified MIT (permissive)
LaTr: Layout-Aware Transformer for Scene-Text VQA 23 Dec 2021 uakarsh/latr/src/new_latr/utils.py b04111d961ebf081 unverified MIT (permissive)
Mitigating Language-Dependent Ethnic Bias in BERT 13 Sep 2021 jaimeenahn/ethnic_bias/bias_utils.py 6e59f20fff621c8f unverified MIT (permissive)
CTAL: Pre-training Cross-modal Transformer for Audio-and-Language Representations 1 Sep 2021 ydkwim/ctal/code/run_s-iemocap.py d3d9401fa2444bc8 unverified Apache-2.0 (permissive)
CTAL: Pre-training Cross-modal Transformer for Audio-and-Language Representations 1 Sep 2021 ydkwim/ctal/code/run_s-reg-mosei.py 6ceec151acbbc145 unverified Apache-2.0 (permissive)
On Multi-Modal Learning of Editing Source Code 15 Aug 2021 modit-team/MODIT/src/denoising_dataset.py a7feb3487f931b94 unverified MIT (permissive)
DSANet: Dynamic Segment Aggregation Network for Video-Level Representation Learning 25 May 2021 whwu95/DSANet/codes/core/parallel/collate.py 1082ce7b7af2c3f7 unverified MIT (permissive)
Fully Convolutional Line Parsing 22 Apr 2021 Delay-Xili/F-Clip/FClip/datasets.py 624365544af5330a unverified MIT (permissive)
KQA Pro: A Dataset with Explicit Compositional Programs for Complex Question Answering over Knowledge Base 8 Jul 2020 shijx12/kqapro_baselines/Bart_Program/data.py efd0ac51d93a0daa unverified MIT (permissive)
SG-NN: Sparse Generative Neural Networks for Self-Supervised Scene Completion of RGB-D Scans 29 Nov 2019 goodok/sgnn/sgnn/scene_dataloader.py 48e0d2c875486093 ran · our draft was wrong licence not identified · pointer only
Real-Time Reinforcement Learning 11 Nov 2019 rmst/rtrl/rtrl/util.py 37983d1795ec599f unverified MIT (permissive)
End-to-End Wireframe Parsing 8 May 2019 zhou13/lcnn/lcnn/datasets.py 624365544af5330a unverified MIT (permissive)
Representation Tradeoffs for Hyperbolic Embeddings 10 Apr 2018 mcneela/mixed-curvature-pathways/pytorch/pytorch_hyperbolic.py 302678f85d5f5440 ran · our draft was wrong Apache-2.0 (permissive)
A Point Set Generation Network for 3D Object Reconstruction from a Single Image 2 Dec 2016 justanhduc/graphx-conv/src/data_loader.py 8960a2c5de6a7720 unverified MIT (permissive)
Deep Biaffine Attention for Neural Dependency Parsing 6 Nov 2016 chantera/biaffineparser/src/data.py fff6c1cc919ef43f unverified Apache-2.0 (permissive)
arXiv:Wang_SleeperMark_Towards_Robust_Watermark_against_Fine-Tuning_Text-to-image_Diffusion_Models_CVPR_2025_paper taco-group/SleeperMark/Stage2/utils.py e166569a4e10b30a unverified Apache-2.0 (permissive)
arXiv:2022.findings-emnlp.133 shijx12/KQAPro_Baselines/Bart_Program/data.py efd0ac51d93a0daa unverified MIT (permissive)
arXiv:2021.findings-emnlp.386 lbe0613/GCC/finetune/run_finetune.py fba896c12b74d330 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