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to_device

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

to_device appears in the code Syntology harvested for 75 papers, as 67 distinct code bodies found in 78 places (a place is one code body under one paper). At least one of them ran in 37 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 to_device 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 35 of the 67 distinct code bodies named to_device; 32 are unverified. One tile per status, in the site's fixed vocabulary, each code body counted once:

0ran · honoured contract
1ran · violated contract
9ran · our draft was wrong
5ran · fixture could not drive it
20ran
32unverified
3fingerprinted

Licence is a property of each copy, so it is counted per place: 32 of the 78 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

75 papers shown of 75, newest first; 78 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 9 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
CapFrame: Text-Instructed Viewpoint Grounding in 3D Gaussian Scenes via Geometric Pseudo Labels added by Syntology 2026-08 (from id) jirongli/CapFrame/utils.py cfcc987b682a955c unverified no licence file found · pointer only
Few-Shot Domain Incremental Learning via Continual Vision-Language Consolidation added by Syntology 2026-06 (from id) Naeem-Paeedeh/CVLC/our_utils.py 8490ca122b05de1b ran no licence file found · pointer only
CRANE: Constrained Reasoning Injection for Code Agents via Nullspace Editing added by Syntology 2026-05 (from id) rpi-nsl/CRANE/src/crane_s_reason_auto.py 85900954efb902a9 ran Apache-2.0 (permissive)
RoboLayout: Differentiable 3D Scene Generation for Embodied Agents added by Syntology 2026-03 (from id) alishams21/robolayout/src/layoutvlm/device_utils.py 92bc67ae16778e61 unverified no licence file found · pointer only
LakeMLB: Data Lake Machine Learning Benchmark added by Syntology 2026-02 (from id) zhengwang100/LakeMLB/codes/baseline/utils.py 893a9cd734e5535c unverified no licence file found · pointer only
EvoMU: Evolutionary Machine Unlearning added by Syntology 2026-02 (from id) Batorskq/EvoMU/utils_books.py 55c3d59aaea22c3d unverified no licence file found · pointer only
Cross-Domain Few-Shot Learning for Hyperspectral Image Classification Based on Mixup Foundation Model added by Syntology 2026-01 (from id) Naeem-Paeedeh/MIFOMO/shared.py 4bd62eaa5ef63f9c unverified no licence file found · pointer only
Test-Time Adaptation for Unsupervised Combinatorial Optimization added by Syntology 2026-01 (from id) yl489/TTA4UCO/utils.py e475d85af62bdfc5 unverified BSD-3-Clause (permissive)
ExPO-HM: Learning to Explain-then-Detect for Hateful Meme Detection added by Syntology 2025-10 (from id) JingbiaoMei/ExPO-HM/eval/inference/dataset.py e37f2704b4234a7e unverified Apache-2.0 (permissive)
ConTextTab: A Semantics-Aware Tabular In-Context Learner 12 Jun 2025 sap-samples/contexttab/sap_rpt_oss/rpt.py b7cee542c204e2d6 unverified Apache-2.0 (permissive)
UniMoMo: Unified Generative Modeling of 3D Molecules for De Novo Binder Design 25 Mar 2025 kxz18/UniMoMo/api/generate.py 8fb15b5e77827ed9 ran · violated contract MIT (permissive)
Meta-Controller: Few-Shot Imitation of Unseen Embodiments and Tasks in Continuous Control 10 Dec 2024 SeongwoongCho/meta-controller/datasets/utils.py 0af588d28fa55244 unverified no licence file found · pointer only
Derivative-Free Diffusion Manifold-Constrained Gradient for Unified XAI 22 Nov 2024 openxaiproject/pnpxai/pnpxai/utils.py d26569f5d3d35dd5 unverified Apache-2.0 (permissive)
Enhancing Motion in Text-to-Video Generation with Decomposed Encoding and Conditioning 31 Oct 2024 pr-ryan/demo/utils/util.py 2c9668e7429db7c5 unverified MIT (permissive)
(FL)$^2$: Overcoming Few Labels in Federated Semi-Supervised Learning 30 Oct 2024 seungjoo-ai/FLFL-NeurIPS24/src/algorithm/flfl.py 7cebb43e567583f6 ran · our draft was wrong MIT (permissive)
$f$-PO: Generalizing Preference Optimization with $f$-divergence Minimization 29 Oct 2024 minkaixu/fpo/src/utils/utils.py 387b9e6c4f21dd62 unverified MIT (permissive)
SELECT: A Large-Scale Benchmark of Data Curation Strategies for Image Classification 7 Oct 2024 jimmyxu123/SELECT/vtab/getDataLoader.py 1c9147e50febcff4 ran MIT (permissive)
Flash3D: Feed-Forward Generalisable 3D Scene Reconstruction from a Single Image 6 Jun 2024 eldar/flash3d/models/model.py 29bd98256c0414f8 ran no licence file found · 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 10e471c80b15d2ed unverified Apache-2.0 (permissive)
On the Algorithmic Bias of Aligning Large Language Models with RLHF: Preference Collapse and Matching Regularization 26 May 2024 JiancongXiao/PM_RLHF/dschat/utils/utils.py 387b9e6c4f21dd62 unverified no licence file found · pointer only
G-DIG: Towards Gradient-based Diverse and High-quality Instruction Data Selection for Machine Translation 21 May 2024 xypan0/G-DIG/kfac_launcher.py ab5571ae1e8a8115 ran no licence file found · pointer only
G-DIG: Towards Gradient-based Diverse and High-quality Instruction Data Selection for Machine Translation 21 May 2024 xypan0/G-DIG/query_loss_mapper.py e3cf12a7afd9f489 unverified no licence file found · pointer only
Fast One-Stage Unsupervised Domain Adaptive Person Search 5 May 2024 whbdmu/FOUS/engine.py fb734446bbcbc81b ran no licence file found · pointer only
Toward Self-Improvement of LLMs via Imagination, Searching, and Criticizing 18 Apr 2024 YeTianJHU/AlphaLLM/utils/utils.py 387b9e6c4f21dd62 unverified no licence file found · pointer only
Decoupled Weight Decay for Any $p$ Norm 16 Apr 2024 nadav-out/padam/python/functions.py 1c9147e50febcff4 ran no licence file found · pointer only
Benchmarking Chinese Commonsense Reasoning of LLMs: From Chinese-Specifics to Reasoning-Memorization Correlations 21 Mar 2024 01-ai/Yi/finetune/utils/utils.py 1cbe0f5b4bb933ec ran Apache-2.0 (permissive)
Unsupervised Information Refinement Training of Large Language Models for Retrieval-Augmented Generation 28 Feb 2024 xsc1234/info-rag/utils/utils.py 387b9e6c4f21dd62 unverified no licence file found · pointer only
Unveiling Linguistic Regions in Large Language Models 22 Feb 2024 zzhang0179/Unveiling-Linguistic-Regions-in-LLMs/training/utils/utils.py 6bdb682236e8d8bb ran Apache-2.0 (permissive)
Full-Atom Peptide Design with Geometric Latent Diffusion 21 Feb 2024 thunlp-mt/pepglad/generate.py 8fb15b5e77827ed9 ran · violated contract MIT (permissive)
Stitching Sub-Trajectories with Conditional Diffusion Model for Goal-Conditioned Offline RL 11 Feb 2024 rlatjddbs/SSD/dc/dc.py 06e523fad286371d ran · our draft was wrong no licence file found · pointer only
Training Large Language Models for Reasoning through Reverse Curriculum Reinforcement Learning 8 Feb 2024 woooodyy/llm-reverse-curriculum-rl/R3_others/dschat/utils/utils.py 387b9e6c4f21dd62 unverified no licence file found · pointer only
With Greater Text Comes Greater Necessity: Inference-Time Training Helps Long Text Generation 21 Jan 2024 temporarylora/temp-lora/trainer/acc_guo_feng_trainer.py 6266b1ace9d09be0 ran no licence file found · pointer only
With Greater Text Comes Greater Necessity: Inference-Time Training Helps Long Text Generation 21 Jan 2024 temporarylora/temp-lora/trainer/acc_pg19_trainer.py 70a4a56320ca2468 ran no licence file found · pointer only
DreamPropeller: Supercharge Text-to-3D Generation with Parallel Sampling 28 Nov 2023 alexzhou907/dreampropeller/launch_baseline.py 2f4294aed3696b58 ran Apache-2.0 (permissive)
DreamPropeller: Supercharge Text-to-3D Generation with Parallel Sampling 28 Nov 2023 alexzhou907/dreampropeller/launch_baseline.py c6999bab7905428e ran Apache-2.0 (permissive)
Environment-Aware Dynamic Graph Learning for Out-of-Distribution Generalization 18 Nov 2023 FeiGSSS/DySAT_pytorch/utils/utilities.py 366b610e7940bfb7 ran no licence file found · pointer only
zrLLM: Zero-Shot Relational Learning on Temporal Knowledge Graphs with Large Language Models 15 Nov 2023 zifengding/zrllm/software/CENET/utils.py 3983ee41067a2826 ran fingerprinted no licence file found · pointer only
Benchmarking PtO and PnO Methods in the Predictive Combinatorial Optimization Regime 13 Nov 2023 Thinklab-SJTU/PredictiveCO-Benchmark/openpto/method/utils_method.py b83b4415735acacd ran MIT (permissive)
Breaking Language Barriers in Multilingual Mathematical Reasoning: Insights and Observations 31 Oct 2023 microsoft/MathOctopus/utils/utils.py 387b9e6c4f21dd62 unverified MIT (permissive)
ZoomNeXt: A Unified Collaborative Pyramid Network for Camouflaged Object Detection 31 Oct 2023 lartpang/zoomnext/utils/pt_utils.py 1ba3a66aa94bcd70 ran no licence file found · pointer only
Refining Diffusion Planner for Reliable Behavior Synthesis by Automatic Detection of Infeasible Plans 30 Oct 2023 leekwoon/rgg/scripts/train_gap_predictor.py e3913cf696716d82 ran · our draft was wrong MIT (permissive)
ReMax: A Simple, Effective, and Efficient Reinforcement Learning Method for Aligning Large Language Models 16 Oct 2023 liziniu/ReMax/utils/utils.py 07ef4eb19492501f ran no licence file found · pointer only
Large Models for Time Series and Spatio-Temporal Data: A Survey and Outlook 16 Oct 2023 wenhaomin/DiffSTG/utils/common_utils.py 641b26588c161580 ran MIT (permissive)
One-Shot Sensitivity-Aware Mixed Sparsity Pruning for Large Language Models 14 Oct 2023 talkking/MixGPT/modelutils.py 757e95a1449ceb9d ran no licence file found · pointer only
Source-Free Domain Adaptation with Temporal Imputation for Time Series Data 14 Jul 2023 mohamedr002/mapu_sfda_ts/utils.py d15e9940dc518fd2 ran MIT (permissive)
Effective Prompt Extraction from Language Models 13 Jul 2023 y0mingzhang/prompt-extraction/src/evaluate-extraction.py 11d6ea7e591ecf72 ran · our draft was wrong MIT (permissive)
U-TILISE: A Sequence-to-sequence Model for Cloud Removal in Optical Satellite Time Series 22 May 2023 prs-eth/u-tilise/lib/data_utils.py 0a2507841bfd3e8f unverified MIT (permissive)
Clifford Group Equivariant Neural Networks 18 May 2023 DavidRuhe/clifford-group-equivariant-neural-networks/engineer/trainer/trainer.py 19154c17c4a8a09e ran · fixture could not drive it MIT (permissive)
Distance Weighted Supervised Learning for Offline Interaction Data 26 Apr 2023 jhejna/dwsl/research/algs/dwsl.py 743f3e742b59e566 ran · our draft was wrong MIT (permissive)
Human Preference Score: Better Aligning Text-to-Image Models with Human Preference 25 Mar 2023 tgxs002/align_sd/process_diffusiondb.py 25a13777998d6d16 unverified Apache-2.0 (permissive)
CiT: Curation in Training for Effective Vision-Language Data 5 Jan 2023 facebookresearch/cit/engine.py 072a43fc7a1ca80a ran · fixture could not drive it licence not identified · pointer only
OAMixer: Object-aware Mixing Layer for Vision Transformers 13 Dec 2022 alinlab/OAMixer/engine.py 0d21b245508c9bbf unverified Apache-2.0 recorded; this copy not marked cleared · pointer only
Temporal Knowledge Graph Reasoning with Historical Contrastive Learning 20 Nov 2022 xyjigsaw/cenet/utils.py 3983ee41067a2826 ran fingerprinted MIT (permissive)
Active Example Selection for In-Context Learning 8 Nov 2022 chicagohai/active-example-selection/src/prompting/strategies/greedy_strategies.py fc32f59c23dbf003 ran · our draft was wrong MIT (permissive)
Data-IQ: Characterizing subgroups with heterogeneous outcomes in tabular data 24 Oct 2022 seedatnabeel/data-iq/src/models/cnn_models.py 89bd42887c6ec15c unverified MIT (permissive)
An Empirical Study of End-to-End Temporal Action Detection 6 Apr 2022 xlliu7/E2E-TAD/engine.py 6e29604338e1f78a unverified Apache-2.0 recorded; this copy not marked cleared · pointer only
Video as Conditional Graph Hierarchy for Multi-Granular Question Answering 12 Dec 2021 doc-doc/hqga/utils.py 2c170d86103f5cba unverified MIT (permissive)
Cold Brew: Distilling Graph Node Representations with Incomplete or Missing Neighborhoods 8 Nov 2021 amazon-research/gnn-tail-generalization/Label_propagation_model/LP_Adj.py bfdd8eb94daad37e unverified Apache-2.0 (permissive)
Single-dataset Experts for Multi-dataset Question Answering 28 Sep 2021 princeton-nlp/MADE/src/utils/model_utils.py c5fd58d7377e99ce unverified MIT (permissive)
Same State, Different Task: Continual Reinforcement Learning without Interference 5 Jun 2021 skezle/owl/dqn.py 0c02b3f2c6ee6a6b ran · fixture could not drive it fingerprinted no licence file found · pointer only
Fantastically Ordered Prompts and Where to Find Them: Overcoming Few-Shot Prompt Order Sensitivity 18 Apr 2021 chicagohai/active-example-selection/src/prompting/strategies/ordering_strategy.py 2746f9dc0486a406 ran · our draft was wrong MIT (permissive)
Learning a Sketch Tensor Space for Image Inpainting of Man-made Scenes 28 Mar 2021 ewrfcas/MST_inpainting/lsm_hawp_inference.py 3e96ae3d0522cbeb unverified MIT (permissive)
Detecting Rewards Deterioration in Episodic Reinforcement Learning 22 Oct 2020 ido90/Rewards-Deterioration-Detection/utils.py 189e812ec21ad6f6 unverified MIT (permissive)
HeteroFL: Computation and Communication Efficient Federated Learning for Heterogeneous Clients 3 Oct 2020 diaoenmao/HeteroFL-Computation-and-Communication-Efficient-Federated-Learning-for-Heterogeneous-Clients/src/utils.py ee167d57eabab823 unverified MIT (permissive)
Information Obfuscation of Graph Neural Networks 28 Sep 2020 liaopeiyuan/GAL/Movielens_Wasserstein/models.py 40011387371e919d ran · fixture could not drive it MIT (permissive)
End-to-end Learning for Inter-Vehicle Distance and Relative Velocity Estimation in ADAS with a Monocular Camera 7 Jun 2020 ZhenboSong/mono_velocity/train_crop_velocity.py 7c1126df5fb774d1 unverified no licence file found · pointer only
Gender Bias in Multilingual Embeddings and Cross-Lingual Transfer 2 May 2020 msr-lit/multilingualbias/extrinsic/bios_codes/utils.py 6a750bc656206858 unverified MIT recorded; this copy not marked cleared · pointer only
Graph Hawkes Neural Network for Forecasting on Temporal Knowledge Graphs 30 Mar 2020 Jeff20100601/GHNN_clean/utils_ct.py 9013a1c0caf7f2d6 unverified MIT (permissive)
COVID-Net: A Tailored Deep Convolutional Neural Network Design for Detection of COVID-19 Cases from Chest X-Ray Images 22 Mar 2020 velebit-ai/COVID-Next-Pytorch/util.py c7ce181ca5b62537 unverified MIT (permissive)
Meta-Learning with Implicit Gradients 10 Sep 2019 aravindr93/imaml_dev/implicit_maml/learner_model.py 902012dfacde484f ran · fixture could not drive it fingerprinted MIT (permissive)
Self-supervised Domain Adaptation for Computer Vision Tasks 25 Jul 2019 Jiaolong/self-supervised-da/utils/utils.py d15e9940dc518fd2 ran MIT (permissive)
SUMBT: Slot-Utterance Matching for Universal and Scalable Belief Tracking 17 Jul 2019 nikitacs16/xlift_dst/multiwoz_sumbt/convlab2/util/train_util.py 83cea58119436bee ran · our draft was wrong no licence file found · pointer only
And the Bit Goes Down: Revisiting the Quantization of Neural Networks 12 Jul 2019 facebookresearch/kill-the-bits/src/inference.py 45e0438cb0be75cc ran · our draft was wrong licence not identified · pointer only
Automatic differentiation in ML: Where we are and where we should be going 26 Oct 2018 mila-udem/myia/myia/api.py df98889aa833a7a8 unverified MIT (permissive)
arXiv:openreview_i7mfaYYLDf InternRobotics/VLAC/evo_vlac/utils/model_utils.py d1c14b59e1c17b83 unverified MIT (permissive)
arXiv:2024.naacl-long.326 LanXiu0523/RLHF_instructGPT/applications/utils/utils.py 387b9e6c4f21dd62 unverified Apache-2.0 (permissive)
arXiv:2024.findings-acl.654 naist-nlp/mbrs/mbrs/utils.py 903074efac5d2e74 unverified MIT (permissive)
arXiv:2023.findings-acl.335 mayhugotong/ECOLA/code/utils.py 9013a1c0caf7f2d6 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".

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