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get_sinusoid_encoding_table

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

get_sinusoid_encoding_table appears in the code Syntology harvested for 51 papers, as 23 distinct code bodies found in 53 places (a place is one code body under one paper). At least one of them ran in 43 of the papers; 11 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 get_sinusoid_encoding_table 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 15 of the 23 distinct code bodies named get_sinusoid_encoding_table; 8 are unverified. One tile per status, in the site's fixed vocabulary, each code body counted once:

11ran · honoured contract
0ran · violated contract
0ran · our draft was wrong
1ran · fixture could not drive it
3ran
8unverified
11fingerprinted

Licence is a property of each copy, so it is counted per place: 17 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

51 papers shown of 51, 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 1 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
Deep Spatially-Regularized and Superpixel-Based Diffusion Learning for Unsupervised Hyperspectral Image Clustering added by Syntology 2026-04 (from id) vburan01/DS2DL/pretrain_models.py 3d9050b0171c08f6 ran · fixture could not drive it no licence file found · pointer only
AutoSSVH: Exploring Automated Frame Sampling for Efficient Self-Supervised Video Hashing 4 Apr 2025 EliSpectre/CVPR25-AutoSSVH/model/AutoSSVH.py 5299444dd5349043 ran · honoured contract fingerprinted no licence file found · pointer only
Uni-Sign: Toward Unified Sign Language Understanding at Scale 25 Jan 2025 zechengli19/uni-sign/models.py 672ebe50dee3907a ran · honoured contract fingerprinted no licence file found · pointer only
VideoICL: Confidence-based Iterative In-context Learning for Out-of-Distribution Video Understanding 3 Dec 2024 kangsankim07/videoicl/InternVideo/InternVideo1/Downstream/Spatial-Temporal-Action-Localization/modeling_finetune.py 9b2250a3d13ed688 ran · honoured contract no licence file found · pointer only
Enhancing Temporal Modeling of Video LLMs via Time Gating 8 Oct 2024 lavi-lab/tg-vid/stllm/models/utils.py da651e3979a18f84 ran · honoured contract fingerprinted no licence file found · pointer only
Scaling Proprioceptive-Visual Learning with Heterogeneous Pre-trained Transformers 30 Sep 2024 liruiw/lerobot/lerobot/common/policies/hpt/modeling_hpt.py 9b7d923de2c72b94 ran · honoured contract fingerprinted Apache-2.0 (permissive)
TinyVLA: Towards Fast, Data-Efficient Vision-Language-Action Models for Robotic Manipulation 19 Sep 2024 liyaxuanliyaxuan/TinyVLA/policy_heads/models/detr_vae.py 35f9adf6c1ae4bbd unverified MIT (permissive)
VisionUnite: A Vision-Language Foundation Model for Ophthalmology Enhanced with Clinical Knowledge 5 Aug 2024 HUANGLIZI/VisionUnite/ImageBind/models/multimodal_preprocessors.py 35a743e50e17e66d ran · honoured contract fingerprinted MIT (permissive)
EgoVideo: Exploring Egocentric Foundation Model and Downstream Adaptation 26 Jun 2024 opengvlab/egovideo/eccv-2022/modeling_finetune.py 9b2250a3d13ed688 ran · honoured contract no licence file found · pointer only
OphNet: A Large-Scale Video Benchmark for Ophthalmic Surgical Workflow Understanding 11 Jun 2024 minghu0830/ophnet-benchmark/baselines/task2/backbone/videomaev2/models/modeling_finetune.py da651e3979a18f84 ran · honoured contract fingerprinted MIT (permissive)
Sparse-Tuning: Adapting Vision Transformers with Efficient Fine-tuning and Inference 23 May 2024 liuting20/sparse-tuning/models/vit_video.py 9b2250a3d13ed688 ran · honoured contract no licence file found · pointer only
MovieChat+: Question-aware Sparse Memory for Long Video Question Answering 26 Apr 2024 rese1f/MovieChat/MovieChat/models/multimodal_preprocessors.py 35a743e50e17e66d ran · honoured contract fingerprinted BSD-3-Clause (permissive)
TIM: A Time Interval Machine for Audio-Visual Action Recognition 8 Apr 2024 JacobChalk/TIM/feature_extractors/VideoMAE/modeling_finetune.py da651e3979a18f84 ran · honoured contract fingerprinted no licence file found · pointer only
Bridging the Gap Between End-to-End and Two-Step Text Spotting 6 Apr 2024 mxin262/bridging-text-spotting/adet/modeling/bridge.py e270b1e0375e984c ran · honoured contract fingerprinted licence not identified · pointer only
ST-LLM: Large Language Models Are Effective Temporal Learners 30 Mar 2024 TencentARC/ST-LLM/stllm/models/utils.py da651e3979a18f84 ran · honoured contract fingerprinted Apache-2.0 (permissive)
Benchmarking the Robustness of Temporal Action Detection Models Against Temporal Corruptions 29 Mar 2024 Alvin-Zeng/temporal-robustness-benchmark/extract_corrupted_feature_code/videomae_v2/models/modeling_finetune.py da651e3979a18f84 ran · honoured contract fingerprinted no licence file found · pointer only
Video Mamba Suite: State Space Model as a Versatile Alternative for Video Understanding 14 Mar 2024 opengvlab/video-mamba-suite/video-mamba-suite/action-recognition/models/modeling_finetune.py f9c6fc8c1ddfbfac ran MIT (permissive)
CAST: Cross-Attention in Space and Time for Video Action Recognition 30 Nov 2023 khu-vll/cast/models/bidir_modeling_crossattn.py 9b2250a3d13ed688 ran · honoured contract licence not identified · pointer only
Learning Human Action Recognition Representations Without Real Humans 10 Nov 2023 howardzh01/ppma/code/omnivision/models/vision_transformer.py 35a743e50e17e66d ran · honoured contract fingerprinted licence not identified · pointer only
Frozen Transformers in Language Models Are Effective Visual Encoder Layers 19 Oct 2023 ziqipang/lm4visualencoding/video_understanding/modeling_finetune.py da651e3979a18f84 ran · honoured contract fingerprinted MIT (permissive)
LanguageBind: Extending Video-Language Pretraining to N-modality by Language-based Semantic Alignment 3 Oct 2023 zhihaozhang97/ru-ai/imagebind/models/multimodal_preprocessors.py 35a743e50e17e66d ran · honoured contract fingerprinted MIT (permissive)
Unsupervised Open-Vocabulary Object Localization in Videos 18 Sep 2023 amazon-science/object-centric-vol/models/videomae.py da651e3979a18f84 ran · honoured contract fingerprinted Apache-2.0 (permissive)
FactoFormer: Factorized Hyperspectral Transformers with Self-Supervised Pretraining 18 Sep 2023 csiro-robotics/factoformer/pretraining/utils.py 28fcf01c3871bad4 ran fingerprinted licence not identified · pointer only
Disentangling Spatial and Temporal Learning for Efficient Image-to-Video Transfer Learning 14 Sep 2023 alibaba-mmai-research/dist/models/base/vit_video.py 790ff3bdfa86f045 ran fingerprinted no licence file found · pointer only
Point-Bind & Point-LLM: Aligning Point Cloud with Multi-modality for 3D Understanding, Generation, and Instruction Following 1 Sep 2023 ziyuguo99/point-bind_point-llm/Point-LLM/ImageBind/models/multimodal_preprocessors.py 35a743e50e17e66d ran · honoured contract fingerprinted MIT (permissive)
Prune Spatio-temporal Tokens by Semantic-aware Temporal Accumulation 8 Aug 2023 mark12ding/sta/model_vit.py 9b2250a3d13ed688 ran · honoured contract BSD-2-Clause (permissive)
MAE-DFER: Efficient Masked Autoencoder for Self-supervised Dynamic Facial Expression Recognition 5 Jul 2023 sunlicai/mae-dfer/modeling_finetune.py 9b2250a3d13ed688 ran · honoured contract MIT (permissive)
Masked Diffusion Models Are Fast Distribution Learners 20 Jun 2023 jiachenlei/maskdm/models/mask_uvit.py 7dff50b3dd446750 unverified MIT (permissive)
PandaGPT: One Model To Instruction-Follow Them All 25 May 2023 yxuansu/pandagpt/code/model/ImageBind/models/multimodal_preprocessors.py 35a743e50e17e66d ran · honoured contract fingerprinted Apache-2.0 (permissive)
ImageBind: One Embedding Space To Bind Them All 9 May 2023 facebookresearch/imagebind/imagebind/models/imagebind_model.py d4f1ab1a5a3b3c4d ran · honoured contract fingerprinted licence not identified · pointer only
Lightweight, Pre-trained Transformers for Remote Sensing Timeseries 27 Apr 2023 nasaharvest/presto/single_file_presto.py 68ff931ff8b48cce unverified MIT (permissive)
Lightweight, Pre-trained Transformers for Remote Sensing Timeseries 27 Apr 2023 nasaharvest/presto/presto/presto.py 5e50178bfd9083d2 unverified MIT (permissive)
Multi-modal learning for geospatial vegetation forecasting 28 Mar 2023 earthnet2021/earthnet-models-pytorch/earthnet_models_pytorch/model/contextformer.py 3e8438e23b2df6a9 unverified MIT (permissive)
Unmasked Teacher: Towards Training-Efficient Video Foundation Models 28 Mar 2023 opengvlab/unmasked_teacher/single_modality/action_detection/modeling_finetune.py da651e3979a18f84 ran · honoured contract fingerprinted MIT (permissive)
Knowledge-enhanced Visual-Language Pre-training on Chest Radiology Images 27 Feb 2023 xiaoman-zhang/kad/A3_CLIP/models/vit.py 9b2250a3d13ed688 ran · honoured contract MIT (permissive)
Ego-Body Pose Estimation via Ego-Head Pose Estimation 9 Dec 2022 lijiaman/egoego_release/egoego/model/transformer_module.py 38165c64626f844a unverified MIT (permissive)
Self-Supervised Vision Transformers for Malware Detection 15 Aug 2022 sachith500/sherlock/modeling_finetune.py 9b2250a3d13ed688 ran · honoured contract MIT (permissive)
Mugs: A Multi-Granular Self-Supervised Learning Framework 27 Mar 2022 sail-sg/mugs/eval/eval_finetuning/model_for_finetuning.py a45ecd9b366b453e unverified Apache-2.0 (permissive)
VideoMAE: Masked Autoencoders are Data-Efficient Learners for Self-Supervised Video Pre-Training 23 Mar 2022 MCG-NJU/VideoMAE-Action-Detection/modeling_finetune.py da651e3979a18f84 ran · honoured contract fingerprinted licence not identified · pointer only
PortaSpeech: Portable and High-Quality Generative Text-to-Speech 30 Sep 2021 keonlee9420/PortaSpeech/model/linguistic_encoder.py 0f8f22937463d3c5 ran · honoured contract fingerprinted MIT (permissive)
Meta-StyleSpeech : Multi-Speaker Adaptive Text-to-Speech Generation 6 Jun 2021 keonlee9420/StyleSpeech/model/modules.py 0f8f22937463d3c5 ran · honoured contract fingerprinted MIT (permissive)
Parallel Tacotron 2: A Non-Autoregressive Neural TTS Model with Differentiable Duration Modeling 2021-03 (from id) keonlee9420/Cross-Speaker-Emotion-Transfer/model/modules.py 0f8f22937463d3c5 ran · honoured contract fingerprinted MIT (permissive)
FastPitch: Parallel Text-to-speech with Pitch Prediction 11 Jun 2020 keonlee9420/FastPitchFormant/model/modules.py 0f8f22937463d3c5 ran · honoured contract fingerprinted MIT (permissive)
FastSpeech 2: Fast and High-Quality End-to-End Text to Speech 8 Jun 2020 mtresearcher/FastSpeech2/transformer/Models.py 0f8f22937463d3c5 ran · honoured contract fingerprinted MIT (permissive)
Blank Language Models 8 Feb 2020 Varal7/blank_language_model/transformer/Models.py 0f8f22937463d3c5 ran · honoured contract fingerprinted Apache-2.0 (permissive)
Satellite Image Time Series Classification with Pixel-Set Encoders and Temporal Self-Attention 18 Nov 2019 maja601/pytorch-psetae/models/tae.py 49a272e908e62940 unverified MIT (permissive)
Learn to Explain Efficiently via Neural Logic Inductive Learning 6 Oct 2019 gblackout/NLIL/model/Models.py 0f8f22937463d3c5 ran · honoured contract fingerprinted MIT (permissive)
BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding 11 Oct 2018 huanghonggit/Mask-Language-Model/model/bert.py dcca3917b85d56dc ran · honoured contract fingerprinted Apache-2.0 (permissive)
Attention Is All You Need 12 Jun 2017 Matthewdowney18/Transformer_Dialogue/src/transformer/Models.py 0f8f22937463d3c5 ran · honoured contract fingerprinted no licence file found · pointer only
Attention Is All You Need 12 Jun 2017 graykode/nlp-tutorial/5-1.Transformer/Transformer.py 138cf0fec8960156 ran · honoured contract MIT (permissive)
arXiv:Zheng_CO2-Net_A_Physics-Informed_Spatio-Temporal_Model_for_Global_Surface_CO2_Reconstruction_ICCV_2025_paper Leamonz/CORE/models/spatial_expert.py 35a743e50e17e66d ran · honoured contract fingerprinted MIT (permissive)
arXiv:2023.findings-emnlp.672 guihuzhang/FactSpotter/g2t_gen_code/code/modeling_kgpt.py 38165c64626f844a unverified MIT (permissive)
arXiv:2020.emnlp-main.697 wenhuchen/KGPT/code/Model.py 0f8f22937463d3c5 ran · honoured 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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