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to_tensor

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

to_tensor appears in the code Syntology harvested for 92 papers, as 79 distinct code bodies found in 96 places (a place is one code body under one paper). At least one of them ran in 40 of the papers; 7 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_tensor 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 32 of the 79 distinct code bodies named to_tensor; 47 are unverified. One tile per status, in the site's fixed vocabulary, each code body counted once:

5ran · honoured contract
1ran · violated contract
7ran · our draft was wrong
2ran · fixture could not drive it
17ran
47unverified
7fingerprinted

Licence is a property of each copy, so it is counted per place: 22 of the 96 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

92 papers shown of 92, newest first; 96 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 6 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
Transfer Learning in Nonparametric Regression with Deep ReLU Networks added by Syntology 2026-08 (from id) RenJump/Twostage-Trans-DNN/src/twostage_transdnn/algorithm.py 8bd3f5bc98b5be56 ran MIT (permissive)
Bridge the Gaps: Heterogeneous Attributed Graph Clustering via Quaternion Representation Learning added by Syntology 2026-06 (from id) XinxiiChen/AGREE/src/agree/models/agree.py 7ec5c0c83f6641fe 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 0d6467af9a72eee5 unverified BSD-3-Clause (permissive)
Generalizing Abstention for Noise-Robust Learning in Medical Image Segmentation added by Syntology 2026-01 (from id) wemous/abstention-for-segmentation/datasets/cadis.py 8e9807374d1c998d unverified MIT (permissive)
Generalizing Abstention for Noise-Robust Learning in Medical Image Segmentation added by Syntology 2026-01 (from id) wemous/abstention-for-segmentation/datasets/dsad.py 2998c3cdef2c6b5c unverified MIT (permissive)
Self-Supervised Dynamical System Representations for Physiological Time-Series added by Syntology 2025-12 (from id) arsedler9/lfads-torch/lfads_torch/datamodules.py 99ba6555f6cb1bc6 unverified licence not identified · pointer only
Lightweight and Fast Real-time Image Enhancement via Decomposition of the Spatial-aware Lookup Tables added by Syntology 2025-08 (from id) WontaeaeKim/SVDLUT/torchvision_x_functional.py 4d111d02727d38b5 unverified Apache-2.0 (permissive)
TRACED: Transition-aware Regret Approximation with Co-learnability for Environment Design 24 Jun 2025 Cho-Geonwoo/TRACED/algos/storage.py 686bf9e39d5047a9 unverified licence not identified · pointer only
Logical Expressiveness of Graph Neural Networks with Hierarchical Node Individualization 16 Jun 2025 ariesoeteman/hegnn/hegnn/data_processing/hdf5_structures.py 273d3b1783ffc1ae unverified MIT (permissive)
Text-based Animatable 3D Avatars with Morphable Model Alignment 22 Apr 2025 onethousand1000/animportrait3d/GSAvatar/smplx_model/smplx.py 94904a5bd2e1074f ran MIT (permissive)
Learning Affine Correspondences by Integrating Geometric Constraints 7 Apr 2025 stilcrad/LearningACs/Network/affine_model.py e7ccfeab258df7aa ran · violated contract fingerprinted licence not identified · pointer only
A Frustratingly Simple Yet Highly Effective Attack Baseline: Over 90% Success Rate Against the Strong Black-box Models of GPT-4.5/4o/o1 13 Mar 2025 vila-lab/m-attack/generate_adversarial_samples.py 948955a5b23f1937 ran · our draft was wrong MIT (permissive)
FantasyID: Face Knowledge Enhanced ID-Preserving Video Generation 2025-02 (from id) Fantasy-AMAP/fantasy-id/decalib/models/FLAME.py 94904a5bd2e1074f ran Apache-2.0 (permissive)
UniDB: A Unified Diffusion Bridge Framework via Stochastic Optimal Control 9 Feb 2025 unidb-soc/unidb/UniDB-GOU/utils/img_utils.py ed7d86a762c62a9e unverified MIT (permissive)
When Should We Prefer State-to-Visual DAgger Over Visual Reinforcement Learning? 18 Dec 2024 tongzhoumu/s2v-dagger/scripts/s2v_dagger_adroit.py caf66f01a002ae52 ran · our draft was wrong MIT (permissive)
Deep Variational Bayesian Modeling of Haze Degradation Process 4 Dec 2024 eunwooim/variational-dehazing-networks/GCANet/dataloader.py 6f36ecc8aacd22ba unverified MIT (permissive)
CameraHMR: Aligning People with Perspective 12 Nov 2024 pixelite1201/CameraHMR/core/vertex_ids.py 9e3ea7b58eeaca15 unverified no licence file found · pointer only
XEdgeAI: A Human-centered Industrial Inspection Framework with Data-centric Explainable Edge AI Approach 16 Jul 2024 analytics-everywhere-lab/vqixai/model/TTPLA/retrain.py 2c720175e54797d4 ran no licence file found · pointer only
XEdgeAI: A Human-centered Industrial Inspection Framework with Data-centric Explainable Edge AI Approach 16 Jul 2024 analytics-everywhere-lab/vqixai/model/camvid/retrain.py 233ef2824a5baa1a ran fingerprinted no licence file found · pointer only
MutDet: Mutually Optimizing Pre-training for Remote Sensing Object Detection 13 Jul 2024 floatingstarZ/MutDet/ctlib/transform.py 492371292aee980a ran fingerprinted no licence file found · pointer only
Randomized Exploration in Cooperative Multi-Agent Reinforcement Learning 16 Apr 2024 panxulab/MARL-CoopTS/Utils/helper.py 4639c5105d18bded ran MIT (permissive)
A Unified Diffusion Framework for Scene-aware Human Motion Estimation from Sparse Signals 7 Apr 2024 jn-tang/S2Fusion/model/SMPL/lbs.py 94904a5bd2e1074f ran MIT (permissive)
Enhance Image Classification via Inter-Class Image Mixup with Diffusion Model 28 Mar 2024 zhicaiwww/diff-mix/downstream_tasks/train_hub.py 41fa9c7ce4f26829 ran fingerprinted MIT (permissive)
Enhance Image Classification via Inter-Class Image Mixup with Diffusion Model 28 Mar 2024 zhicaiwww/diff-mix/downstream_tasks/train_hub_imb.py 55c21c47550d96fa ran MIT (permissive)
MMVP: A Multimodal MoCap Dataset with Vision and Pressure Sensors 26 Mar 2024 wjrzm/VP-MoCap/PoseTransOpt/lib/smplx/body_models.py 1e9a1cda6aedbba8 ran · our draft was wrong no licence file found · pointer only
From Spectra to Biophysical Insights: End-to-End Learning with a Biased Radiative Transfer Model 5 Mar 2024 yihshe/ai-refined-rtm/rtm_torch/Resources/array2tensor.py 414df878160add26 ran MIT (permissive)
Expressive Higher-Order Link Prediction through Hypergraph Symmetry Breaking 17 Feb 2024 simonzhang00/hypergraphsymmetrybreaking/hsb/datapipe/common.py 47ffdc6c06057c66 ran GPL-3.0 (copyleft) · pointer only
Jack of All Trades, Master of Some, a Multi-Purpose Transformer Agent 15 Feb 2024 huggingface/jat/jat/processing_jat.py cdde81732e084854 ran Apache-2.0 (permissive)
Learning from Sparse Offline Datasets via Conservative Density Estimation 16 Jan 2024 czp16/cde-offline-rl/cde.py cb62199e8e3037a1 ran · honoured contract fingerprinted MIT (permissive)
Learning Curricula in Open-Ended Worlds 3 Dec 2023 facebookresearch/dcd/algos/storage.py 686bf9e39d5047a9 unverified no licence file found · pointer only
GaussianAvatar: Towards Realistic Human Avatar Modeling from a Single Video via Animatable 3D Gaussians 4 Dec 2023 aipixel/gaussianavatar/submodules/smplx/utils.py 9ad32763fbba1d53 ran MIT (permissive)
GaussianAvatars: Photorealistic Head Avatars with Rigged 3D Gaussians 4 Dec 2023 ShenhanQian/GaussianAvatars/flame_model/flame.py 94904a5bd2e1074f ran no licence file found · pointer only
InstructTA: Instruction-Tuned Targeted Attack for Large Vision-Language Models 4 Dec 2023 xunguangwang/instructta/data_provider/data_loader.py 948955a5b23f1937 ran · our draft was wrong 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 9af2e76f0f0b4f60 ran MIT (permissive)
Gotta be SAFE: A New Framework for Molecular Design 16 Oct 2023 MorganCThomas/SMILES-RNN/smilesrnn/utils.py 7b261d1aac82bb78 unverified MIT (permissive)
Deep Model Predictive Optimization 6 Oct 2023 jisacks/dmpo/dmpo/utils.py fa36b2c771dd4565 ran MIT (permissive)
BTLM-3B-8K: 7B Parameter Performance in a 3B Parameter Model 20 Sep 2023 cerebras/modelzoo/src/cerebras/modelzoo/common/pytorch_utils.py 27f84a5a2a5d8e00 ran Apache-2.0 (permissive)
Subhalo effective density slope measurements from HST strong lensing data with neural likelihood-ratio estimation 2023-08 (from id) gemyxzhang/neural-subhalo-slope-data/train_masked.py 9da5a1a5962b18a8 unverified MIT (permissive)
VisAlign: Dataset for Measuring the Degree of Alignment between AI and Humans in Visual Perception 3 Aug 2023 jiyounglee-0523/VisAlign/dataset/imagenet_selfsupervised.py 94ff7babd4a52bd6 ran fingerprinted no licence file found · pointer only
Topology-aware Robust Optimization for Out-of-distribution Generalization 26 Jul 2023 joffery/tro/toy/utils/utils.py 39216440800deea0 ran no licence file found · pointer only
Weakly-supervised 3D Pose Transfer with Keypoints 25 Jul 2023 jinnan-chen/3d-pose-transfer/datasets/dfaust.py 94904a5bd2e1074f ran no licence file found · pointer only
On Strengthening and Defending Graph Reconstruction Attack with Markov Chain Approximation 15 Jun 2023 tmlr-group/mc-gra/MC-GRA/topology_attack.py 98b9562f9f93cf6a ran · our draft was wrong MIT (permissive)
Estimating Generic 3D Room Structures from 2D Annotations 15 Jun 2023 google-research/cad-estate/src/cad_estate/misc_util.py e46b54e1c9c212b1 unverified Apache-2.0 (permissive)
On Evaluating Adversarial Robustness of Large Vision-Language Models 26 May 2023 yunqing-me/attackvlm/LAVIS_tool/_train_adv_img_query.py 948955a5b23f1937 ran · our draft was wrong MIT (permissive)
Distance Weighted Supervised Learning for Offline Interaction Data 26 Apr 2023 jhejna/dwsl/research/algs/dwsl.py 95d8a0e297dabc98 ran · our draft was wrong MIT (permissive)
Domain-Indexing Variational Bayes: Interpretable Domain Index for Domain Adaptation 6 Feb 2023 Wang-ML-Lab/VDI/CompCars/model/model.py 4b147df7c8743a51 unverified MIT (permissive)
Expressive architectures enhance interpretability of dynamics-based neural population models 7 Dec 2022 snel-repo/expressive-latent-dynamics-paper/paper_src/data.py 99ba6555f6cb1bc6 unverified Apache-2.0 (permissive)
Self-adversarial Multi-scale Contrastive Learning for Semantic Segmentation of Thermal Facial Images 21 Sep 2022 physiologicailab/sam-cl/lib/loss/dice_loss.py 2ae72c2a3bc20ab4 unverified MIT (permissive)
Future-Dependent Value-Based Off-Policy Evaluation in POMDPs 26 Jul 2022 aiueola/neurips2023-future-dependent-ope/src/ope/value_based.py 00dc3e8f76d44fbd ran · fixture could not drive it Apache-2.0 (permissive)
Learning Deep Time-index Models for Time Series Forecasting 13 Jul 2022 salesforce/deeptime/utils/ops.py cc220c003d562d28 unverified BSD-3-Clause (permissive)
Unsupervised Kinematic Motion Detection for Part-segmented 3D Shape Collections 17 Jun 2022 xxh43/ukmd/src/config.py 738d5f1e780eb9c4 ran · fixture could not drive it no licence file found · pointer only
Memory-efficient Reinforcement Learning with Value-based Knowledge Consolidation 22 May 2022 qlan3/MeDQN/utils/helper.py 4639c5105d18bded ran MIT (permissive)
Achieving Long-Term Fairness in Sequential Decision Making 4 Apr 2022 yaoweihu/Achieving-Long-term-Fairness/src/fair_model.py 2e668cc2d11da9e1 ran · honoured contract no licence file found · pointer only
Eigenlanes: Data-Driven Lane Descriptors for Structurally Diverse Lanes 29 Mar 2022 dongkwonjin/Eigenlanes/Modeling/culane/code/libs/utils.py 60217905378521fd unverified Apache-2.0 (permissive)
HandOccNet: Occlusion-Robust 3D Hand Mesh Estimation Network 28 Mar 2022 namepllet/HandOccNet/main/model.py 9806bc37a43e2db3 ran · our draft was wrong no licence file found · pointer only
NeuMan: Neural Human Radiance Field from a Single Video 23 Mar 2022 apple/ml-neuman/models/human_nerf.py 373e7cf6b1b51762 ran · our draft was wrong licence not identified · pointer only
I M Avatar: Implicit Morphable Head Avatars from Videos 14 Dec 2021 zhengyuf/imavatar/code/flame/FLAME.py 94904a5bd2e1074f ran MIT (permissive)
Lepard: Learning partial point cloud matching in rigid and deformable scenes 24 Nov 2021 rabbityl/lepard/lib/benchmark_utils.py d3a852d18b17ae7b unverified MIT (permissive)
Robustness of Graph Neural Networks at Scale 26 Oct 2021 sigeisler/robustness_of_gnns_at_scale/rgnn_at_scale/models/deeprobust_rgcn.py 4947c15e3f5ad1d3 unverified MIT (permissive)
FEANet: Feature-Enhanced Attention Network for RGB-Thermal Real-time Semantic Segmentation 18 Oct 2021 matrixgame2018/FEANet/loss_hub/losses/_functional.py 5322bd0251d8da57 unverified MIT (permissive)
Improving Fractal Pre-training 6 Oct 2021 catalys1/fractal-pretraining/fractal_learning/training/datamodule/utils.py be5ca2dd5662a48d unverified MIT (permissive)
Should We Be Pre-training? An Argument for End-task Aware Training as an Alternative 15 Sep 2021 ldery/tartan/simple_vision_tartan/data.py 2ddbc2d5391caae1 unverified MIT (permissive)
Everything Is All It Takes: A Multipronged Strategy for Zero-Shot Cross-Lingual Information Extraction 14 Sep 2021 shijie-wu/crosslingual-nlp/src/metric.py 20ba5a5710e57c20 unverified MIT (permissive)
YOLOP: You Only Look Once for Panoptic Driving Perception 25 Aug 2021 datvuthanh/HybridNets/hybridnets/loss.py 2ae72c2a3bc20ab4 unverified MIT (permissive)
PPR10K: A Large-Scale Portrait Photo Retouching Dataset with Human-Region Mask and Group-Level Consistency 19 May 2021 csjliang/PPR10K/code_3DLUT/torchvision_x_functional.py 4d111d02727d38b5 unverified Apache-2.0 (permissive)
Representation Learning for Clustering via Building Consensus 4 May 2021 JayanthRR/ConCURL_NCE/lib/custom_transforms.py 382714b2c227ba48 unverified MIT (permissive)
Rethinking BiSeNet For Real-time Semantic Segmentation 27 Apr 2021 pideyi1025/DeepLabV3Plus-RailSem19/evaluate.py 233ef2824a5baa1a ran fingerprinted MIT (permissive)
SNARF: Differentiable Forward Skinning for Animating Non-Rigid Neural Implicit Shapes 8 Apr 2021 xuchen-ethz/SNARF/preprocess/body_model.py 94904a5bd2e1074f ran MIT (permissive)
Experimental design for MRI by greedy policy search 30 Oct 2020 Timsey/pg_mri/src/helpers/transforms.py fb8b8d6173e8bede unverified MIT (permissive)
Unsupervised Feature Learning by Cross-Level Instance-Group Discrimination 9 Aug 2020 frank-xwang/CLD-UnsupervisedLearning/lib/custom_transforms.py 382714b2c227ba48 unverified MIT (permissive)
Interactive Video Object Segmentation Using Global and Local Transfer Modules 16 Jul 2020 dongkwonjin/Semantic-Line-SLNet/Modelling/code/libs/utils.py 60217905378521fd unverified MIT (permissive)
UCSG-Net -- Unsupervised Discovering of Constructive Solid Geometry Tree 16 Jun 2020 kacperkan/ucsgnet/ucsgnet/generators/generate_edge_data_from_point.py 646a545e25900f47 unverified MIT (permissive)
Language Models are Few-Shot Learners 28 May 2020 asahi417/relbert/relbert/trainer.py 11b1822611370e59 unverified MIT (permissive)
COBRA: Contrastive Bi-Modal Representation Algorithm 7 May 2020 ovshake/cobra/utils.py a9e289dd32f587aa unverified MIT (permissive)
Teaching Machine Comprehension with Compositional Explanations 2 May 2020 INK-USC/nl-explanation/module/modules.py 5405b2997338abd0 ran · honoured contract no licence file found · pointer only
CoReNet: Coherent 3D scene reconstruction from a single RGB image 27 Apr 2020 google-research/corenet/src/corenet/misc_util.py 6a696c208af7bf1b unverified Apache-2.0 (permissive)
Directional Message Passing for Molecular Graphs 6 Mar 2020 akirasosa/pytorch-dimenet/src/dimenet/loader.py eb199682fba95610 unverified MIT (permissive)
Analyzing and Improving the Image Quality of StyleGAN 3 Dec 2019 simplerick/stylegan2_pytorch/misc.py 181e050b9236c790 unverified MIT (permissive)
Multi-marginal Wasserstein GAN 3 Nov 2019 basiralab/topoGAN/data_loader.py 8f1320d4498c9ac1 unverified MIT (permissive)
Meta-Learning with Implicit Gradients 10 Sep 2019 aravindr93/imaml_dev/implicit_maml/learner_model.py c5c66678ce4d5e06 ran · honoured contract MIT (permissive)
Few-shot Text Classification with Distributional Signatures 16 Aug 2019 YujiaBao/Distributional-Signatures/src/dataset/utils.py bb36a147dcd59388 unverified MIT (permissive)
Etalumis: Bringing Probabilistic Programming to Scientific Simulators at Scale 8 Jul 2019 pyprob/pyprob/pyprob/util.py 5592e77fd8280250 unverified BSD-2-Clause (permissive)
Etalumis: Bringing Probabilistic Programming to Scientific Simulators at Scale 8 Jul 2019 probprog/pyprob/pyprob/util.py 46670d4ad5fbb04d unverified BSD-2-Clause (permissive)
Using Self-Supervised Learning Can Improve Model Robustness and Uncertainty 28 Jun 2019 hendrycks/ss-ood/multiclass_ood/opencv_functional.py b46a3fe2c2098a3e unverified MIT (permissive)
Deep Exemplar-based Video Colorization 24 Jun 2019 zhangmozhe/video-colorization/lib/functional.py 17d5277dba9534b9 unverified MIT (permissive)
Proximal Distilled Evolutionary Reinforcement Learning 24 Jun 2019 crisbodnar/pderl/core/mod_utils.py a25a79004d439acc unverified MIT (permissive)
Collaborative Evolutionary Reinforcement Learning 2 May 2019 intelai/cerl/core/mod_utils.py bea645bb304408cb unverified Apache-2.0 (permissive)
Invariance Matters: Exemplar Memory for Domain Adaptive Person Re-identification 3 Apr 2019 zhunzhong07/ECN/reid/lib/custom_transforms.py 382714b2c227ba48 unverified Apache-2.0 (permissive)
NICE: Noise Injection and Clamping Estimation for Neural Network Quantization 29 Sep 2018 Lancer555/NICE/deep_isp_utils.py f3f332849e3331fa unverified MIT (permissive)
Deep Exemplar-based Colorization 17 Jul 2018 msracver/Deep-Exemplar-based-Colorization/colorization_subnet/lib/functional.py 73af1511632ee8b4 unverified MIT (permissive)
The Option-Critic Architecture 16 Sep 2016 AshrithSagar/option-critic/oca/envs/utils.py 9488a34878d9dd7e unverified MIT (permissive)
Continuous control with deep reinforcement learning 9 Sep 2015 Medabid1/RL_Project/network/Networks.py f0945ef1933b173a ran · honoured contract fingerprinted no licence file found · pointer only
Bayesian Online Changepoint Detection 19 Oct 2007 hildensia/bayesian_changepoint_detection/bayesian_changepoint_detection/device.py 9b2309beadac7772 unverified MIT (permissive)
arXiv:aaai_25475 IndigoPurple/DEQSCI/utils/forward_models_mri.py 4c882583f1a58fde unverified MIT (permissive)
arXiv:2024.findings-naacl.46 knalin55/LEEETs-Dial/utils.py dfbca10b3c998d0a unverified MIT (permissive)
arXiv:136830480 fanhanwei/BOCR/lib/utils.py d0c413d453c9daaf 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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