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to_cuda

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

to_cuda appears in the code Syntology harvested for 51 papers, as 38 distinct code bodies found in 52 places (a place is one code body under one paper). At least one of them ran in 35 of the papers; 5 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_cuda 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 24 of the 38 distinct code bodies named to_cuda; 14 are unverified. One tile per status, in the site's fixed vocabulary, each code body counted once:

3ran · honoured contract
0ran · violated contract
3ran · our draft was wrong
6ran · fixture could not drive it
12ran
14unverified
5fingerprinted

Licence is a property of each copy, so it is counted per place: 18 of the 52 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

51 papers shown of 51, newest first; 52 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; 2 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
Generated Images Are Easier to Forget: A Machine Unlearning Perspective for Synthetic Image Detection added by Syntology 2026-08 (from id) ZhendongWang6/DIRE/utils/utils.py c4aa7911b7273146 ran no licence file found · pointer only
arXiv:2506.04001 2025-06 (from id) jihan4431/CARL/utils.py 959511225c85d603 unverified MIT (permissive)
Selective Task Group Updates for Multi-Task Optimization 17 Feb 2025 wooseong97/sel-update-mtl/sel-update-mtl/utils/train_utils.py 48fca14a672a5108 ran · fixture could not drive it MIT (permissive)
LayerTracer: Cognitive-Aligned Layered SVG Synthesis via Diffusion Transformer 3 Feb 2025 showlab/LayerTracer/library/flux_models.py ad2b5d7635e16978 ran · honoured contract MIT (permissive)
Representing Long Volumetric Video with Temporal Gaussian Hierarchy 12 Dec 2024 dendenxu/fast-gaussian-rasterization/fast_gauss/data_utils.py 9b018a4c2d6e5fb1 unverified MIT (permissive)
EM-Net: Efficient Channel and Frequency Learning with Mamba for 3D Medical Image Segmentation 26 Sep 2024 zang0902/EM-Net/networks/transunet3d_network_architecture/neural_network.py eb3650ce67c37e60 ran no licence file found · pointer only
High-Performance Few-Shot Segmentation with Foundation Models: An Empirical Study 10 Sep 2024 dut-csj/foundationfss/common/utils.py 8c6947459806ae3b ran Apache-2.0 (permissive)
3D Geometric Shape Assembly via Efficient Point Cloud Matching 15 Jul 2024 NahyukLEE/pmtr/common/utils.py da80e4486c0460fc ran no licence file found · pointer only
Helpful or Harmful Data? Fine-tuning-free Shapley Attribution for Explaining Language Model Predictions 7 Jun 2024 JTWang2000/FreeShap/vinfo/entks/ntk.py 69503969b65275a2 ran no licence file found · pointer only
Improve Student's Reasoning Generalizability through Cascading Decomposed CoTs Distillation 30 May 2024 C-W-D/CasCoD/src/utils/method_utils.py a9aba78e05857083 ran · fixture could not drive it MIT (permissive)
Cross-Domain Few-Shot Semantic Segmentation via Doubly Matching Transformation 24 May 2024 ChenJiayi68/DMTNet/common/utils.py 8c6947459806ae3b ran no licence file found · pointer only
A Demographic-Conditioned Variational Autoencoder for fMRI Distribution Sampling and Removal of Confounds 13 May 2024 aorliche/demo-vae/pip/src/demovae/model.py f97e872a1290076a ran · fixture could not drive it fingerprinted MIT (permissive)
StablePT: Towards Stable Prompting for Few-shot Learning via Input Separation 30 Apr 2024 lccc0528/stable/utils.py 5fd0141649f95091 ran no licence file found · pointer only
B-AVIBench: Towards Evaluating the Robustness of Large Vision-Language Model on Black-box Adversarial Visual-Instructions 14 Mar 2024 zhanghao5201/b-avibench/image_attack_tool/models/patch_attack.py 1764686cb6fe593f ran no licence file found · pointer only
VRP-SAM: SAM with Visual Reference Prompt 27 Feb 2024 syp2ysy/vrp-sam/common/utils.py 8c6947459806ae3b ran MIT (permissive)
Adapt Before Comparison: A New Perspective on Cross-Domain Few-Shot Segmentation 27 Feb 2024 vision-kek/abcdfss/utils/commonutils.py 8c6947459806ae3b ran no licence file found · pointer only
Deep Homography Estimation for Visual Place Recognition 25 Feb 2024 lu-feng/dhe-vpr/train_dhe.py e0db474b009dabf3 ran MIT (permissive)
UnlearnCanvas: Stylized Image Dataset for Enhanced Machine Unlearning Evaluation in Diffusion Models 19 Feb 2024 optml-group/unlearncanvas/diffusion_model_finetuning/evaluation/fid.py b4318fcc73fe317f ran fingerprinted no licence file found · pointer only
SU-SAM: A Simple Unified Framework for Adapting Segment Anything Model in Underperformed Scenes 31 Jan 2024 zongzi13545329/simada/models/utils.py eb3650ce67c37e60 ran MIT (permissive)
Adaptive FSS: A Novel Few-Shot Segmentation Framework via Prototype Enhancement 25 Dec 2023 jingw193/adaptive_fss/common/utils.py 8c6947459806ae3b ran no licence file found · pointer only
u-LLaVA: Unifying Multi-Modal Tasks via Large Language Model 9 Nov 2023 OPPOMKLab/u-LLaVA/evaluation/tools.py e7bb24cbb35466a5 ran Apache-2.0 (permissive)
FreeReg: Image-to-Point Cloud Registration Leveraging Pretrained Diffusion Models and Monocular Depth Estimators 5 Oct 2023 WHU-USI3DV/FreeReg/dataops/utils.py 2ca32b40b0e54814 ran no licence file found · pointer only
Leave-one-out Distinguishability in Machine Learning 29 Sep 2023 privacytrustlab/lood_in_ml/FC_MIA/compute_auc_and_diff.py 6986149c1865e125 ran · honoured contract fingerprinted Apache-2.0 (permissive)
RestNet: Boosting Cross-Domain Few-Shot Segmentation with Residual Transformation Network 25 Aug 2023 bupt-ai-cz/restnet/common/utils.py 8c6947459806ae3b ran no licence file found · pointer only
Referring Camouflaged Object Detection 13 Jun 2023 zhangxuying1004/refcod/utils/attri_tools/misc.py 42f8eb9b3a5e7002 unverified MIT (permissive)
One-Prompt to Segment All Medical Images 17 May 2023 supermedintel/one-prompt/models/utils.py eb3650ce67c37e60 ran MIT (permissive)
Guided Depth Super-Resolution by Deep Anisotropic Diffusion 21 Nov 2022 prs-eth/diffusion-super-resolution/utils.py ec0ba1f5ca7905c9 unverified MIT (permissive)
VLC-BERT: Visual Question Answering with Contextualized Commonsense Knowledge 24 Oct 2022 aditya10/vlc-bert/common/trainer.py a905f7851b56e39c unverified MIT (permissive)
Pretraining a Neural Network before Knowing Its Architecture 20 Jul 2022 yaya-yns/tart/experiments/neural_predictor.py 54e37c22f817d98b ran · fixture could not drive it MIT (permissive)
Unknown-Aware Domain Adversarial Learning for Open-Set Domain Adaptation 15 Jun 2022 Solacex/Domain-Consensus-Clustering/utils/cdd.py 00780a5caa71ae85 ran · honoured contract fingerprinted MIT (permissive)
Source-Free Domain Adaptation via Distribution Estimation 24 Apr 2022 AlexisGuichemerreCode/survey_hist_wsol_sfda/dlib/losses/sf_uda.py 3ffbeaffd0d80737 ran · our draft was wrong GPL-3.0 (copyleft) · pointer only
Learning Graph Regularisation for Guided Super-Resolution 27 Mar 2022 prs-eth/graph-super-resolution/utils.py ec0ba1f5ca7905c9 unverified MIT (permissive)
Meta-learning Spiking Neural Networks with Surrogate Gradient Descent 26 Jan 2022 nmi-lab/snn_maml/snn_maml/utils.py b6491973ad8364e5 ran · fixture could not drive it Apache-2.0 (permissive)
Learning Stable Classifiers by Transferring Unstable Features 15 Jun 2021 YujiaBao/Tofu/src/tofu/partition.py 74b1657df849913d ran · fixture could not drive it MIT (permissive)
Commutative Lie Group VAE for Disentanglement Learning 7 Jun 2021 zhuxinqimac/CommutativeLieGroupVAE-Pytorch/trainin_loop.py cfca2b62d69fcc71 unverified Apache-2.0 (permissive)
Referring Transformer: A One-step Approach to Multi-task Visual Grounding 6 Jun 2021 ubc-vision/RefTR/engine_vg.py b46073da47f49206 unverified MIT (permissive)
Referring Transformer: A One-step Approach to Multi-task Visual Grounding 6 Jun 2021 ubc-vision/RefTR/datasets/data_prefetcher.py 6b447c14f1b53ea9 unverified MIT (permissive)
Combining Static Word Embeddings and Contextual Representations for Bilingual Lexicon Induction 6 Jun 2021 joelmoniz/BLISS/bliss/models/models.py 7420a6015af2cf96 ran fingerprinted no licence file found · pointer only
Conditional Frechet Inception Distance 21 Mar 2021 Michael-Soloveitchik/CFID/evaluate_models.py da63d1ccf1d4270e unverified BSD-2-Clause (permissive)
Deformable DETR: Deformable Transformers for End-to-End Object Detection 8 Oct 2020 Cedric-Perauer/Deformable_Detr_PIL/datasets/data_prefetcher.py 6b447c14f1b53ea9 unverified Apache-2.0 recorded; this copy not marked cleared · pointer only
Notes on the Behavior of MC Dropout 6 Aug 2020 aalto-intelligent-robotics/mc-dropout-notebooks/nets.py 3748277200ac8e4c unverified MIT (permissive)
Rethinking Importance Weighting for Deep Learning under Distribution Shift 8 Jun 2020 TongtongFANG/DIW/diw.py 00780a5caa71ae85 ran · honoured contract fingerprinted MIT (permissive)
Unsupervised Multi-Class Domain Adaptation: Theory, Algorithms, and Practice 20 Feb 2020 YBZh/MultiClassDA/utils/utils.py 00780a5caa71ae85 ran · honoured contract fingerprinted MIT (permissive)
Neural Predictor for Neural Architecture Search 2 Dec 2019 ultmaster/neuralpredictor.pytorch/utils.py 55e3ec7719400172 unverified MIT (permissive)
Meta-Learning with Implicit Gradients 10 Sep 2019 aravindr93/imaml_dev/implicit_maml/learner_model.py b6491973ad8364e5 ran · fixture could not drive it MIT (permissive)
VL-BERT: Pre-training of Generic Visual-Linguistic Representations 22 Aug 2019 jackroos/VL-BERT/common/trainer.py a905f7851b56e39c unverified MIT (permissive)
RetinaFace: Single-stage Dense Face Localisation in the Wild 2 May 2019 hukkelas/DSFD-Pytorch-Inference/face_detection/torch_utils.py 89f4556f0c60d2bc unverified Apache-2.0 (permissive)
Bidirectional Attentive Memory Networks for Question Answering over Knowledge Bases 6 Mar 2019 hugochan/BAMnet/src/core/bamnet/utils.py f9709cf808e3e49a unverified Apache-2.0 (permissive)
'Squeeze & Excite' Guided Few-Shot Segmentation of Volumetric Images 4 Feb 2019 abhi4ssj/few-shot-segmentation/few_shot_segmentor.py e29ba9a2830a8127 ran · our draft was wrong MIT (permissive)
Graph HyperNetworks for Neural Architecture Search 12 Oct 2018 identical code first harvested elsewhere 54e37c22f817d98b ran · fixture could not drive it licence of this copy not recorded
Post-training 4-bit quantization of convolution networks for rapid-deployment 2 Oct 2018 submission2019/cnn-quantization/pytorch_quantizer/quantization/qtypes/int_quantizer.py 51355bfea2e7e3a2 ran · our draft was wrong no licence file found · pointer only
arXiv:He_Bidirectional_Alignment_for_Domain_Adaptive_Detection_with_Transformers_ICCV_2023_paper helq2612/biADT/datasets/data_prefetcher.py 626aff59fa1c03eb unverified Apache-2.0 recorded; this copy not marked cleared · pointer only

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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