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pair

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

pair appears in the code Syntology harvested for 101 papers, as 12 distinct code bodies found in 102 places (a place is one code body under one paper). At least one of them ran in 100 of the papers; 10 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 pair 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 11 of the 12 distinct code bodies named pair; 1 is unverified. One tile per status, in the site's fixed vocabulary, each code body counted once:

4ran · honoured contract
3ran · violated contract
0ran · our draft was wrong
0ran · fixture could not drive it
4ran
1unverified
10fingerprinted

Licence is a property of each copy, so it is counted per place: 38 of the 102 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

100 papers shown of 101 (newest first; the JSON twin carries all 102 places); 101 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 3 papers added by Syntology; 9 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
From Compression to Deployment: Real-Time and Energy-Efficient FastGRNN on Ultra-Constrained Microcontrollers added by Syntology 2026-06 (from id) emre1998/fastgrnn-har/analyze_drift.py 57a18eb12b46f21f ran Apache-2.0 (permissive)
The Devil is in the Condition Numbers: Why is GLU Better than non-GLU Structure? added by Syntology 2026-05 (from id) Zemdalk/GLU-NTK/src/ntk/models/vit.py 6ba8cee9f5daea41 ran · violated contract fingerprinted MIT (permissive)
ABFR-KAN: Kolmogorov-Arnold Networks for Functional Brain Analysis added by Syntology 2026-01 (from id) tbwa233/ABFR-KAN/ABFR-KANv1/Code/model/NYU_ViT_KAN_KAN.py 6ba8cee9f5daea41 ran · violated contract fingerprinted no licence file found · pointer only
Test3R: Learning to Reconstruct 3D at Test Time 16 Jun 2025 nopqaq/test3r/croco/models/dpt_block.py 6ba8cee9f5daea41 ran · violated contract fingerprinted no licence file found · pointer only
MuQ: Self-Supervised Music Representation Learning with Mel Residual Vector Quantization 2 Jan 2025 tencent-ailab/muq/src/muq/muq_mulan/models/audio.py feb6de6bd3620143 ran · honoured contract fingerprinted MIT recorded; this copy not marked cleared · pointer only
Holmes-VAU: Towards Long-term Video Anomaly Understanding at Any Granularity 9 Dec 2024 pipixin321/holmesvau/holmesvau/ATS/anomaly_scorer.py 6ba8cee9f5daea41 ran · violated contract fingerprinted MIT (permissive)
Latent Action Pretraining from Videos 15 Oct 2024 LatentActionPretraining/LAPA/laq/laq_model/latent_action_quantization.py 6d5ab71931a90677 ran · honoured contract fingerprinted MIT (permissive)
Latent Action Pretraining from Videos 15 Oct 2024 LatentActionPretraining/LAPA/laq/laq_model/data.py 9270ed2833cf3467 ran fingerprinted MIT (permissive)
Why Go Full? Elevating Federated Learning Through Partial Network Updates 15 Oct 2024 FLAIR-Community/Fling/fling/model/vit.py 6ba8cee9f5daea41 ran · violated contract fingerprinted Apache-2.0 (permissive)
ECHOPulse: ECG controlled echocardio-grams video generation 4 Oct 2024 levyisthebest/echopulse_prelease/EchoPulse_pytorch/data.py 9270ed2833cf3467 ran fingerprinted no licence file found · pointer only
Autoregressive Action Sequence Learning for Robotic Manipulation 4 Oct 2024 mlzxy/arp/real-robot/vit.py 6ba8cee9f5daea41 ran · violated contract fingerprinted no licence file found · pointer only
M2OST: Many-to-one Regression for Predicting Spatial Transcriptomics from Digital Pathology Images 23 Sep 2024 dootmaan/m2ost/model/M2OST.py 6ba8cee9f5daea41 ran · violated contract fingerprinted MIT (permissive)
Depth-Wise Convolutions in Vision Transformers for Efficient Training on Small Datasets 28 Jul 2024 ztx-100/efficient_vit_with_dw/models/vit.py 6ba8cee9f5daea41 ran · violated contract fingerprinted no licence file found · pointer only
Dual-stage Hyperspectral Image Classification Model with Spectral Supertoken 10 Jul 2024 laprf/DSTC/models/VIT.py 6ba8cee9f5daea41 ran · violated contract fingerprinted MIT (permissive)
OmniTokenizer: A Joint Image-Video Tokenizer for Visual Generation 13 Jun 2024 foundationvision/omnitokenizer/OmniTokenizer/omnitokenizer.py 6d5ab71931a90677 ran · honoured contract fingerprinted MIT (permissive)
Cross-Modal Learning for Anomaly Detection in Complex Industrial Process: Methodology and Benchmark 13 Jun 2024 gaochangwu/fmf-benchmark/FMF/models/VitForViCu.py 6ba8cee9f5daea41 ran · violated contract fingerprinted MIT (permissive)
DenoiseRep: Denoising Model for Representation Learning 13 Jun 2024 wangguanan/DenoiseRep/Classification/cifar-10/vision-transformers-cifar10/models/vit.py 6ba8cee9f5daea41 ran · violated contract fingerprinted Apache-2.0 (permissive)
Stable-Pose: Leveraging Transformers for Pose-Guided Text-to-Image Generation 4 Jun 2024 ai-med/stablepose/ldm/modules/pmsa_vit.py 6ba8cee9f5daea41 ran · violated contract fingerprinted GPL-3.0 (copyleft) · pointer only
SpaFL: Communication-Efficient Federated Learning with Sparse Models and Low computational Overhead 1 Jun 2024 news-vt/SpaFL_NeruIPS_2024/main/cifar10/model/net.py 6ba8cee9f5daea41 ran · violated contract fingerprinted no licence file found · pointer only
einspace: Searching for Neural Architectures from Fundamental Operations 31 May 2024 linusericsson/einspace/einspace/utils.py a8a6b34fb836713a ran fingerprinted MIT (permissive)
Poseidon: Efficient Foundation Models for PDEs 29 May 2024 bogdanraonic3/convolutionalneuraloperator/CNO2d_temporal/CNO_timeModule_CIN.py 6ba8cee9f5daea41 ran · violated contract fingerprinted MIT (permissive)
Unisolver: PDE-Conditional Transformers Are Universal PDE Solvers 27 May 2024 thuml/Unisolver/1D_Time_Dependent_PDE/models/Unisolver_1D.py 6ba8cee9f5daea41 ran · violated contract fingerprinted MIT (permissive)
Dynamic Mixture of Experts: An Auto-Tuning Approach for Efficient Transformer Models 23 May 2024 LINs-lab/DynMoE/Examples/DeepSpeed-MoE/dynmoe_vit.py 6ba8cee9f5daea41 ran · violated contract fingerprinted Apache-2.0 (permissive)
DiffTF++: 3D-aware Diffusion Transformer for Large-Vocabulary 3D Generation 13 May 2024 ziangcao0312/DiffTF/3dDiffusion/improved_diffusion/unet.py 6ba8cee9f5daea41 ran · violated contract fingerprinted no licence file found · pointer only
CaFA: Global Weather Forecasting with Factorized Attention on Sphere 12 May 2024 BaratiLab/CaFA/libs/attention.py 6ba8cee9f5daea41 ran · violated contract fingerprinted MIT (permissive)
EEG-Deformer: A Dense Convolutional Transformer for Brain-computer Interfaces 25 Apr 2024 yi-ding-cs/eeg-deformer/models/EEGDeformer.py 6ba8cee9f5daea41 ran · violated contract fingerprinted no licence file found · pointer only
Rethinking Transformer-Based Blind-Spot Network for Self-Supervised Image Denoising 11 Apr 2024 nagejacob/tbsn/network/base_function.py 3e27684df29ad41d ran · honoured contract fingerprinted GPL-3.0 (copyleft) · pointer only
Masked Completion via Structured Diffusion with White-Box Transformers 3 Apr 2024 identical code first harvested elsewhere 6ba8cee9f5daea41 ran · violated contract fingerprinted licence of this copy not recorded
Revisiting Random Weight Perturbation for Efficiently Improving Generalization 30 Mar 2024 nblt/marwp/models/vit.py 6ba8cee9f5daea41 ran · violated contract fingerprinted no licence file found · pointer only
Residual-based Language Models are Free Boosters for Biomedical Imaging 26 Mar 2024 zhixinlai/llmboostmedical/3D_classification/models/vit3d_llama.py 6ba8cee9f5daea41 ran · violated contract fingerprinted MIT (permissive)
Online Adaptation of Language Models with a Memory of Amortized Contexts 7 Mar 2024 jihoontack/MAC/models/module/self_attention.py 6ba8cee9f5daea41 ran · violated contract fingerprinted MIT (permissive)
Slot Abstractors: Toward Scalable Abstract Visual Reasoning 6 Mar 2024 shanka123/slot-abstractor/art/slot_abstractor.py 6ba8cee9f5daea41 ran · violated contract fingerprinted MIT (permissive)
ShapeLLM: Universal 3D Object Understanding for Embodied Interaction 27 Feb 2024 runpeidong/act/utils/transformer_layers.py 6ba8cee9f5daea41 ran · violated contract fingerprinted MIT (permissive)
Pan-Mamba: Effective pan-sharpening with State Space Model 19 Feb 2024 alexhe101/pan-mamba/pan-sharpening/model/spatial_shift.py e6f9d3b5ad66ee20 ran · violated contract fingerprinted no licence file found · pointer only
Detecting AI-Generated Video via Frame Consistency 3 Feb 2024 wuwuwuyue/decof/src/vit.py 6ba8cee9f5daea41 ran · violated contract fingerprinted no licence file found · pointer only
Fourier Prompt Tuning for Modality-Incomplete Scene Segmentation 30 Jan 2024 ruipingl/miss/semseg/models/backbones/fpt.py 6ba8cee9f5daea41 ran · violated contract fingerprinted no licence file found · pointer only
Momentum-SAM: Sharpness Aware Minimization without Computational Overhead 22 Jan 2024 marlonbecker/msam/models/vit.py 6ba8cee9f5daea41 ran · violated contract fingerprinted GPL-3.0 (copyleft) · pointer only
M2ORT: Many-To-One Regression Transformer for Spatial Transcriptomics Prediction from Histopathology Images 19 Jan 2024 dootmaan/m2ort/model/M2ORT.py 6ba8cee9f5daea41 ran · violated contract fingerprinted no licence file found · pointer only
DistFormer: Enhancing Local and Global Features for Monocular Per-Object Distance Estimation 6 Jan 2024 apanariello4/DistFormer/models/mae.py 55b6fb419c3c6971 ran fingerprinted MIT (permissive)
FoMo-Bench: a multi-modal, multi-scale and multi-task Forest Monitoring Benchmark for remote sensing foundation models 15 Dec 2023 rolnicklab/fomo-bench/model_zoo/multimodal_mae.py 6ba8cee9f5daea41 ran · violated contract fingerprinted MIT (permissive)
Dataset Distillation via Adversarial Prediction Matching 14 Dec 2023 mchen725/DD_APM/networks.py 6ba8cee9f5daea41 ran · violated contract fingerprinted no licence file found · pointer only
Detection and Defense of Unlearnable Examples 14 Dec 2023 hala64/udp/model/ViT.py 6ba8cee9f5daea41 ran · violated contract fingerprinted no licence file found · pointer only
Using Large Language Models for Hyperparameter Optimization 7 Dec 2023 michaelrzhang/llm-hyperopt/cifar/vit.py 6ba8cee9f5daea41 ran · violated contract fingerprinted no licence file found · pointer only
Learning Anatomically Consistent Embedding for Chest Radiography 1 Dec 2023 jlianglab/peac/models/vit.py 6ba8cee9f5daea41 ran · violated contract fingerprinted no licence file found · pointer only
BatchNorm-based Weakly Supervised Video Anomaly Detection 26 Nov 2023 cool-xuan/bn-wvad/models/translayer.py 6ba8cee9f5daea41 ran · violated contract fingerprinted no licence file found · pointer only
White-Box Transformers via Sparse Rate Reduction: Compression Is All There Is? 22 Nov 2023 identical code first harvested elsewhere 6ba8cee9f5daea41 ran · violated contract fingerprinted licence of this copy not recorded
Myriad: Large Multimodal Model by Applying Vision Experts for Industrial Anomaly Detection 29 Oct 2023 tzjtatata/myriad/minigpt4/models/fuser.py 6ba8cee9f5daea41 ran · violated contract fingerprinted no licence file found · pointer only
Unlocking the Potential of Prompt-Tuning in Bridging Generalized and Personalized Federated Learning 27 Oct 2023 ubc-tea/SGPT/models/vit.py 6ba8cee9f5daea41 ran · violated contract fingerprinted MIT (permissive)
arXiv:2310.15999 2023-10 (from id) abhrac/trd/src/networks/ast.py 6ba8cee9f5daea41 ran · violated contract fingerprinted MIT (permissive)
A Comparative Study of Image Restoration Networks for General Backbone Network Design 18 Oct 2023 andrew0613/x-restormer/xrestormer/archs/xrestormer_arch.py 3e27684df29ad41d ran · honoured contract fingerprinted MIT (permissive)
When can transformers reason with abstract symbols? 15 Oct 2023 eboix/relational-reasoning/experiments/models.py 6ba8cee9f5daea41 ran · violated contract fingerprinted no licence file found · pointer only
Language Model Beats Diffusion -- Tokenizer is Key to Visual Generation 9 Oct 2023 lucidrains/magvit2-pytorch/magvit2_pytorch/data.py 9270ed2833cf3467 ran fingerprinted MIT (permissive)
Understanding Deep Gradient Leakage via Inversion Influence Functions 22 Sep 2023 illidanlab/inversion-influence-function/baseline_utils.py 6ba8cee9f5daea41 ran · violated contract fingerprinted MIT (permissive)
Autoregressive Omni-Aware Outpainting for Open-Vocabulary 360-Degree Image Generation 7 Sep 2023 zhuqiangLu/AOG-NET-360/models/modules.py 6ba8cee9f5daea41 ran · violated contract fingerprinted no licence file found · pointer only
Learning Diverse Features in Vision Transformers for Improved Generalization 30 Aug 2023 armandnm/diverse-vit/diverse_vit/models/vision_transformer.py 3ef0f95af411f96b ran · violated contract fingerprinted MIT (permissive)
Emergence of Segmentation with Minimalistic White-Box Transformers 30 Aug 2023 identical code first harvested elsewhere 6ba8cee9f5daea41 ran · violated contract fingerprinted licence of this copy not recorded
Boosting Residual Networks with Group Knowledge 26 Aug 2023 tsj-001/aaai24-gkt/gkt/model_bank/cait_ddp.py 6ba8cee9f5daea41 ran · violated contract fingerprinted MIT (permissive)
Towards Generalist Foundation Model for Radiology by Leveraging Web-scale 2D&3D Medical Data 4 Aug 2023 chaoyi-wu/radfm/Quick_demo/Model/RadFM/vit_3d.py 6ba8cee9f5daea41 ran · violated contract fingerprinted MIT (permissive)
Systematic Visual Reasoning through Object-Centric Relational Abstraction 4 Jun 2023 shanka123/ocra/ocra.py 6ba8cee9f5daea41 ran · violated contract fingerprinted MIT (permissive)
White-Box Transformers via Sparse Rate Reduction 1 Jun 2023 identical code first harvested elsewhere 6ba8cee9f5daea41 ran · violated contract fingerprinted licence of this copy not recorded
Modality-invariant Visual Odometry for Embodied Vision 29 Apr 2023 memmelma/VO-Transformer/pointnav_vo/mmae/mmae_utils.py 6ba8cee9f5daea41 ran · violated contract fingerprinted Apache-2.0 (permissive)
SpectFormer: Frequency and Attention is what you need in a Vision Transformer 13 Apr 2023 identical code first harvested elsewhere 6ba8cee9f5daea41 ran · violated contract fingerprinted licence of this copy not recorded
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/models/vit.py 6ba8cee9f5daea41 ran · violated contract fingerprinted MIT (permissive)
Learning to reason over visual objects 3 Mar 2023 shanka123/stsn/clevr_slot_transformer.py 6ba8cee9f5daea41 ran · violated contract fingerprinted MIT (permissive)
Convolutional Neural Operators for robust and accurate learning of PDEs 2 Feb 2023 camlab-ethz/convolutionalneuraloperator/CNO2d_temporal/CNO_timeModule_CIN.py 6ba8cee9f5daea41 ran · violated contract fingerprinted MIT (permissive)
Zorro: the masked multimodal transformer 23 Jan 2023 lucidrains/zorro-pytorch/zorro_pytorch/zorro_pytorch.py feb6de6bd3620143 ran · honoured contract fingerprinted MIT (permissive)
VideoReTalking: Audio-based Lip Synchronization for Talking Head Video Editing In the Wild 27 Nov 2022 vinthony/video-retalking/models/transformer.py 6ba8cee9f5daea41 ran · violated contract fingerprinted Apache-2.0 (permissive)
FedTP: Federated Learning by Transformer Personalization 3 Nov 2022 zhyczy/fedtp/models/vit.py 6ba8cee9f5daea41 ran · violated contract fingerprinted MIT (permissive)
Relational Proxies: Emergent Relationships as Fine-Grained Discriminators 5 Oct 2022 abhrac/relational-proxies/src/networks/ast.py 6ba8cee9f5daea41 ran · violated contract fingerprinted MIT (permissive)
DC-BENCH: Dataset Condensation Benchmark 20 Jul 2022 justincui03/dc_benchmark/networks/vit.py 6ba8cee9f5daea41 ran · violated contract fingerprinted MIT (permissive)
Seeing the forest and the tree: Building representations of both individual and collective dynamics with transformers 10 Jun 2022 nerdslab/EIT/my_transformers/model_utils.py 6ba8cee9f5daea41 ran · violated contract fingerprinted MIT (permissive)
Momentum Stiefel Optimizer, with Applications to Suitably-Orthogonal Attention, and Optimal Transport 27 May 2022 konglk1203/variationalstiefeloptimizer/ViT/ViT.py 6ba8cee9f5daea41 ran · violated contract fingerprinted MIT (permissive)
Transformer for Partial Differential Equations' Operator Learning 26 May 2022 BaratiLab/OFormer/BVP/nn_module/attention_module.py 6ba8cee9f5daea41 ran · violated contract fingerprinted MIT (permissive)
Multi-resolution partial differential equations preserved learning framework for spatiotemporal dynamics 9 May 2022 jianxun-wang/ppnn/src/models.py 6ba8cee9f5daea41 ran · violated contract fingerprinted MIT (permissive)
Better plain ViT baselines for ImageNet-1k 3 May 2022 identical code first harvested elsewhere 6ba8cee9f5daea41 ran · violated contract fingerprinted licence of this copy not recorded
Monarch: Expressive Structured Matrices for Efficient and Accurate Training 1 Apr 2022 pascalcarrivain/ksmm/src/ksmm_py/model/vit.py 6ba8cee9f5daea41 ran · violated contract fingerprinted Apache-2.0 (permissive)
SepViT: Separable Vision Transformer 29 Mar 2022 identical code first harvested elsewhere 6ba8cee9f5daea41 ran · violated contract fingerprinted licence of this copy not recorded
ScalableViT: Rethinking the Context-oriented Generalization of Vision Transformer 21 Mar 2022 conceptofmind/Scalable-ViT-flax/scalable_vit.py 6ba8cee9f5daea41 ran · violated contract fingerprinted MIT (permissive)
Three things everyone should know about Vision Transformers 18 Mar 2022 conceptofmind/Parallel-ViT-flax/parallel_vit.py 6ba8cee9f5daea41 ran · violated contract fingerprinted MIT (permissive)
Learning to Merge Tokens in Vision Transformers 24 Feb 2022 conceptofmind/ViT-Patch-Merger/patch_merger.py 6ba8cee9f5daea41 ran · violated contract fingerprinted MIT (permissive)
GLPanoDepth: Global-to-Local Panoramic Depth Estimation 6 Feb 2022 LeoDarcy/GLPanoDepth/models/selftransnet/model_utils.py 6ba8cee9f5daea41 ran · violated contract fingerprinted MIT (permissive)
Vision Transformer for Small-Size Datasets 27 Dec 2021 identical code first harvested elsewhere 6ba8cee9f5daea41 ran · violated contract fingerprinted licence of this copy not recorded
Training Deep Neural Networks with Adaptive Momentum Inspired by the Quadratic Optimization 18 Oct 2021 kentaroy47/vision-transformers-cifar10/models/dyt.py 6ba8cee9f5daea41 ran · violated contract fingerprinted MIT (permissive)
CycleMLP: A MLP-like Architecture for Dense Prediction 21 Jul 2021 identical code first harvested elsewhere 6ba8cee9f5daea41 ran · violated contract fingerprinted licence of this copy not recorded
Efficient Training of Visual Transformers with Small Datasets 7 Jun 2021 yhlleo/VTs-Drloc/models/vit.py 6ba8cee9f5daea41 ran · violated contract fingerprinted MIT recorded; this copy not marked cleared · pointer only
Pay Attention to MLPs 17 May 2021 identical code first harvested elsewhere e6f9d3b5ad66ee20 ran · violated contract fingerprinted licence of this copy not recorded
ResMLP: Feedforward networks for image classification with data-efficient training 7 May 2021 lucidrains/res-mlp-pytorch/res_mlp_pytorch/res_mlp_pytorch.py e6f9d3b5ad66ee20 ran · violated contract fingerprinted MIT (permissive)
Emerging Properties in Self-Supervised Vision Transformers 29 Apr 2021 identical code first harvested elsewhere 6ba8cee9f5daea41 ran · violated contract fingerprinted licence of this copy not recorded
Going deeper with Image Transformers 31 Mar 2021 identical code first harvested elsewhere 6ba8cee9f5daea41 ran · violated contract fingerprinted licence of this copy not recorded
ViViT: A Video Vision Transformer 29 Mar 2021 SforAiDl/vformer/vformer/models/classification/vivit.py 7deb3c28da2b4c81 ran · honoured contract fingerprinted MIT (permissive)
Scaling Local Self-Attention for Parameter Efficient Visual Backbones 23 Mar 2021 lucidrains/halonet-pytorch/halonet_pytorch/halonet_pytorch.py 3e27684df29ad41d ran · honoured contract fingerprinted MIT (permissive)
Bottleneck Transformers for Visual Recognition 27 Jan 2021 lucidrains/bottleneck-transformer-pytorch/bottleneck_transformer_pytorch/bottleneck_transformer_pytorch.py 3e27684df29ad41d ran · honoured contract fingerprinted MIT (permissive)
An Image is Worth 16x16 Words: Transformers for Image Recognition at Scale 22 Oct 2020 lucidrains/vit-pytorch/vit_pytorch/vit.py 736b45d4b4e1b02c unverified MIT (permissive)
Image Augmentation Is All You Need: Regularizing Deep Reinforcement Learning from Pixels 28 Apr 2020 YaoMarkMu/DRQTRANS/vit.py 6ba8cee9f5daea41 ran · violated contract fingerprinted MIT (permissive)
arXiv:openreview_AAWlum38oE 1202kbs/AYT/src/ayt/classifiers.py 6ba8cee9f5daea41 ran · violated contract fingerprinted MIT (permissive)
arXiv:aaai_34232 JEKimLab/AAAI2025ReSQuE/TaskRetraining/models/VisT.py 6ba8cee9f5daea41 ran · violated contract fingerprinted MIT (permissive)
arXiv:aaai_28322 tsj-001/AAAI24-GKT/gkt/model_bank/cait_ddp.py 6ba8cee9f5daea41 ran · violated contract fingerprinted MIT (permissive)
arXiv:aaai_25328 dali92002/SSL-OCR/models/diae.py 6ba8cee9f5daea41 ran · violated contract fingerprinted MIT (permissive)
arXiv:Zhong_Blur_Interpolation_Transformer_for_Real-World_Motion_From_Blur_CVPR_2023_paper zzh-tech/BiT/model/utils.py 6ba8cee9f5daea41 ran · violated contract fingerprinted MIT (permissive)
arXiv:Zhang_Holmes-VAU_Towards_Long-term_Video_Anomaly_Understanding_at_Any_Granularity_CVPR_2025_paper pipixin321/HolmesVAU/holmesvau/ATS/anomaly_scorer.py 6ba8cee9f5daea41 ran · violated contract fingerprinted MIT (permissive)
arXiv:Souza_Latent_Space_Imaging_CVPR_2025_paper vccimaging/latent-imaging/models/g_mlp.py e6f9d3b5ad66ee20 ran · violated contract fingerprinted 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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