Home › Code › get_1d_sincos_pos_embed_from_grid

get_1d_sincos_pos_embed_from_grid

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

get_1d_sincos_pos_embed_from_grid appears in the code Syntology harvested for 75 papers, as 21 distinct code bodies found in 77 places (a place is one code body under one paper). At least one of them ran in 57 of the papers; 14 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_1d_sincos_pos_embed_from_grid 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 14 of the 21 distinct code bodies named get_1d_sincos_pos_embed_from_grid; 7 are unverified. One tile per status, in the site's fixed vocabulary, each code body counted once:

1ran · honoured contract
0ran · violated contract
0ran · our draft was wrong
9ran · fixture could not drive it
4ran
7unverified
14fingerprinted

Licence is a property of each copy, so it is counted per place: 34 of the 77 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; 77 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 11 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
UDT: Reconciling U-Nets and Diffusion Transformers with Data-Adaptive Token Reduction added by Syntology 2026-08 (from id) JN-Yun/UDT/models/UDT.py 7b75bf9ed4e14ba7 ran · fixture could not drive it fingerprinted no licence file found · pointer only
PACT: Self-Evolving Physical Safety Alignment for Diffusion Policies in Embodied Manipulation added by Syntology 2026-06 (from id) thu-ml/RDT2/models/rdt/model.py 06a688b14731d363 ran · fixture could not drive it fingerprinted Apache-2.0 (permissive)
Robust-U1: Can MLLMs Self-Recover Corrupted Visual Content for Robust Understanding? added by Syntology 2026-06 (from id) jqtangust/Robust-U1/modeling/modeling/bagel/modeling_utils.py e5947aba1d10885f ran · fixture could not drive it fingerprinted no licence file found · pointer only
On the training of physics-informed neural operators for solving parametric partial differential equations added by Syntology 2026-06 (from id) NanxiiChen/PI-CViT/models/cvit.py 4814373f5d9ccbcc ran · fixture could not drive it fingerprinted no licence file found · pointer only
Tadpole: Autoencoders as Foundation Models for 3D PDEs with Online Learning added by Syntology 2026-05 (from id) tum-pbs/tadpole/tadpole/architecture/downstream/llm.py 7387c0fc16222bac ran fingerprinted Apache-2.0 (permissive)
SynerMedGen: Synergizing Medical Multimodal Understanding with Generation via Task Alignment added by Syntology 2026-05 (from id) piooip/SynerMedGen/modeling/bagel/modeling_utils.py e5947aba1d10885f ran · fixture could not drive it fingerprinted Apache-2.0 (permissive)
Meta-Learning Hyperparameters for Parameter Efficient Fine-Tuning added by Syntology 2026-03 (from id) doem97/metalora/models/satmae_vit.py 4bdd36eab04c3f62 ran · fixture could not drive it fingerprinted Apache-2.0 (permissive)
EchoJEPA: A Latent Predictive Foundation Model for Echocardiography added by Syntology 2026-02 (from id) bowang-lab/EchoJEPA/src/models/predictor.py f6dd6f9161d38af6 ran · fixture could not drive it fingerprinted Apache-2.0 (permissive)
UniX: Unifying Autoregression and Diffusion for Chest X-Ray Understanding and Generation added by Syntology 2026-01 (from id) ZrH42/UniX/modeling/unix/modeling_utils.py e5947aba1d10885f ran · fixture could not drive it fingerprinted MIT (permissive)
AR-VRM: Imitating Human Motions for Visual Robot Manipulation with Analogical Reasoning added by Syntology 2025-08 (from id) idejie/ar/models/ar/transformer_utils.py 77d61c6dcc6c0625 unverified no licence file found · pointer only
Uni-cot: Towards Unified Chain-of-Thought Reasoning Across Text and Vision added by Syntology 2025-08 (from id) Fr0zenCrane/UniCoT/modeling/bagel/modeling_utils.py e5947aba1d10885f ran · fixture could not drive it fingerprinted Apache-2.0 (permissive)
DreamVLA: A Vision-Language-Action Model Dreamed with Comprehensive World Knowledge 6 Jul 2025 Zhangwenyao1/DreamVLA/models/dreamvla_model.py 5c8ea92d43ead77d ran · fixture could not drive it fingerprinted no licence file found · pointer only
arXiv:2506.21803 2025-06 (from id) HKU-MedAI/MELP/src/melp/backbone/pos_embed.py 4bdd36eab04c3f62 ran · fixture could not drive it fingerprinted MIT (permissive)
Hunyuan3D 2.5: Towards High-Fidelity 3D Assets Generation with Ultimate Details 19 Jun 2025 tencent/hunyuan3d-2/hy3dgen/shapegen/models/conditioner.py 7700f3428f58afbe unverified licence not identified · pointer only
Test3R: Learning to Reconstruct 3D at Test Time 16 Jun 2025 nopqaq/test3r/croco/models/pos_embed.py 4bdd36eab04c3f62 ran · fixture could not drive it fingerprinted no licence file found · pointer only
Self-supervised Learning of Echocardiographic Video Representations via Online Cluster Distillation 13 Jun 2025 mdivyanshu97/discovr/models/modeling_pretrain.py 44aacaf688b398e0 ran · fixture could not drive it fingerprinted no licence file found · pointer only
Emerging Properties in Unified Multimodal Pretraining 20 May 2025 neverbiasu/ComfyUI-BAGEL/modeling/bagel/modeling_utils.py e5947aba1d10885f ran · fixture could not drive it fingerprinted Apache-2.0 (permissive)
CM3AE: A Unified RGB Frame and Event-Voxel/-Frame Pre-training Framework 17 Apr 2025 event-ahu/cm3ae/pos_embed.py 4bdd36eab04c3f62 ran · fixture could not drive it fingerprinted MIT (permissive)
Linguistics-aware Masked Image Modeling for Self-supervised Scene Text Recognition 24 Mar 2025 zhangyifei01/LMIM/lmim_pretrain/models_lmim.py 12035a2f77d8016c unverified no licence file found · pointer only
Cosmos World Foundation Model Platform for Physical AI 7 Jan 2025 nvidia-cosmos/cosmos-predict1/cosmos_predict1/autoregressive/modules/embedding.py e5947aba1d10885f ran · fixture could not drive it fingerprinted Apache-2.0 (permissive)
Predictive Inverse Dynamics Models are Scalable Learners for Robotic Manipulation 2024-12 (from id) openrobotlab/seer/models/seer_model.py 5c8ea92d43ead77d ran · fixture could not drive it fingerprinted Apache-2.0 (permissive)
Causal Diffusion Transformers for Generative Modeling 16 Dec 2024 identical code first harvested elsewhere e5947aba1d10885f ran · fixture could not drive it fingerprinted licence of this copy not recorded
ZoomLDM: Latent Diffusion Model for multi-scale image generation 25 Nov 2024 cvlab-stonybrook/ZoomLDM/cdm_dit/models.py e5947aba1d10885f ran · fixture could not drive it fingerprinted MIT (permissive)
UrbanDiT: A Foundation Model for Open-World Urban Spatio-Temporal Learning 19 Nov 2024 tsinghua-fib-lab/UrbanDiT/src/Embed.py 5c8ea92d43ead77d ran · fixture could not drive it fingerprinted MIT (permissive)
IKEA Manuals at Work: 4D Grounding of Assembly Instructions on Internet Videos 18 Nov 2024 yunongLiu1/IKEA-Manuals-at-Work/src/IKEAVideo/featurizers/MAE.py 12035a2f77d8016c unverified no licence file found · pointer only
ElasTST: Towards Robust Varied-Horizon Forecasting with Elastic Time-Series Transformer 4 Nov 2024 microsoft/ProbTS/probts/utils/position_emb.py e5947aba1d10885f ran · fixture could not drive it fingerprinted MIT (permissive)
Reconstructive Visual Instruction Tuning 12 Oct 2024 haochen-wang409/ross/ross/model/utils.py 5c8ea92d43ead77d ran · fixture could not drive it fingerprinted Apache-2.0 (permissive)
Generative Modeling of Molecular Dynamics Trajectories 26 Sep 2024 bjing2016/mdgen/mdgen/model/latent_model.py e5947aba1d10885f ran · fixture could not drive it fingerprinted MIT (permissive)
MonoFormer: One Transformer for Both Diffusion and Autoregression 24 Sep 2024 MonoFormer/MonoFormer/models/modeling.py e5947aba1d10885f ran · fixture could not drive it fingerprinted no licence file found · pointer only
Embedding Geometries of Contrastive Language-Image Pre-Training 19 Sep 2024 eify/open_clip/src/open_clip/pos_embed.py 4bdd36eab04c3f62 ran · fixture could not drive it fingerprinted no licence file found · pointer only
GR-MG: Leveraging Partially Annotated Data via Multi-Modal Goal-Conditioned Policy 26 Aug 2024 bytedance/GR-MG/policy/model/vision_transformer.py 5c8ea92d43ead77d ran · fixture could not drive it fingerprinted Apache-2.0 (permissive)
MegaFusion: Extend Diffusion Models towards Higher-resolution Image Generation without Further Tuning 20 Aug 2024 haoningwu3639/MegaFusion/SD3-MegaFusion/model/embedding.py 63384d1943c486c1 ran fingerprinted no licence file found · pointer only
Audio Prompt Adapter: Unleashing Music Editing Abilities for Text-to-Music with Lightweight Finetuning 23 Jul 2024 fundwotsai2001/ap-adapter/audio_encoder/models_mae.py 4bdd36eab04c3f62 ran · fixture could not drive it fingerprinted no licence file found · pointer only
ViTime: A Visual Intelligence-Based Foundation Model for Time Series Forecasting 10 Jul 2024 ikeyang/vitime/model/ViTimeAutoencoder.py e5947aba1d10885f ran · fixture could not drive it fingerprinted no licence file found · pointer only
AFBench: A Large-scale Benchmark for Airfoil Design 2024-06 (from id) hitcslj/AFBench/models/dit.py 0cecc649cd728624 ran fingerprinted MIT (permissive)
VideoLLaMA 2: Advancing Spatial-Temporal Modeling and Audio Understanding in Video-LLMs 11 Jun 2024 damo-nlp-sg/inf-clip/inf_clip/models/pos_embed.py 4bdd36eab04c3f62 ran · fixture could not drive it fingerprinted Apache-2.0 (permissive)
A Closer Look at Time Steps is Worthy of Triple Speed-Up for Diffusion Model Training 27 May 2024 1zeryu/speed/speed/networks/dit/mdt.py e5947aba1d10885f ran · fixture could not drive it fingerprinted Apache-2.0 (permissive)
A Closer Look at Time Steps is Worthy of Triple Speed-Up for Diffusion Model Training 27 May 2024 1zeryu/speed/speed/networks/pixart/PixArt.py 7700f3428f58afbe unverified Apache-2.0 (permissive)
CViT: Continuous Vision Transformer for Operator Learning 22 May 2024 predictiveintelligencelab/cvit/src/model.py 4814373f5d9ccbcc ran · fixture could not drive it fingerprinted MIT (permissive)
Inf-DiT: Upsampling Any-Resolution Image with Memory-Efficient Diffusion Transformer 7 May 2024 thudm/inf-dit/dit/embeddings.py e5947aba1d10885f ran · fixture could not drive it fingerprinted Apache-2.0 (permissive)
Continual Learning on a Diet: Learning from Sparsely Labeled Streams Under Constrained Computation 19 Apr 2024 wx-zhang/continual-learning-on-a-diet/model/pose_embed.py 12035a2f77d8016c unverified no licence file found · pointer only
Diffusion-RWKV: Scaling RWKV-Like Architectures for Diffusion Models 6 Apr 2024 feizc/diffusion-rwkv/models_drwkv.py e5947aba1d10885f ran · fixture could not drive it fingerprinted no licence file found · pointer only
AdaGlimpse: Active Visual Exploration with Arbitrary Glimpse Position and Scale 4 Apr 2024 apardyl/adaglimpse/architectures/mae_utils.py 5c8ea92d43ead77d ran · fixture could not drive it fingerprinted no licence file found · pointer only
Long-CLIP: Unlocking the Long-Text Capability of CLIP 22 Mar 2024 beichenzbc/long-clip/open_clip_long/pos_embed.py 4bdd36eab04c3f62 ran · fixture could not drive it fingerprinted Apache-2.0 (permissive)
EquiAV: Leveraging Equivariance for Audio-Visual Contrastive Learning 14 Mar 2024 JongSuk1/EquiAV/models/pos_embed.py 12035a2f77d8016c unverified MIT (permissive)
Chronos: Learning the Language of Time Series 12 Mar 2024 mobile-sensing-and-ubicomp-laboratory/normwear/modules/layers.py 5c8ea92d43ead77d ran · fixture could not drive it fingerprinted Apache-2.0 (permissive)
PixArt-Σ: Weak-to-Strong Training of Diffusion Transformer for 4K Text-to-Image Generation 7 Mar 2024 identical code first harvested elsewhere e5947aba1d10885f ran · fixture could not drive it fingerprinted licence of this copy not recorded
Multi-HMR: Multi-Person Whole-Body Human Mesh Recovery in a Single Shot 22 Feb 2024 naver/multi-hmr/multi_hmr_anny/pos_embed.py 4bdd36eab04c3f62 ran · fixture could not drive it fingerprinted no licence file found · pointer only
Key Patch Proposer: Key Patches Contain Rich Information 18 Feb 2024 CA-TT-AC/key-patch-proposer/util/pos_embed.py 4bdd36eab04c3f62 ran · fixture could not drive it fingerprinted no licence file found · pointer only
EVA-CLIP-18B: Scaling CLIP to 18 Billion Parameters 6 Feb 2024 baaivision/EVA/EVA-01/eva/modeling_mae_pretrain.py 12035a2f77d8016c unverified MIT (permissive)
Spy-Watermark: Robust Invisible Watermarking for Backdoor Attack 4 Jan 2024 rfww/spy-watermark/models/pos_embed.py 12035a2f77d8016c unverified no licence file found · pointer only
LEAP-VO: Long-term Effective Any Point Tracking for Visual Odometry 3 Jan 2024 wrchen530/leapvo/main/leap/core/embeddings.py e5947aba1d10885f ran · fixture could not drive it fingerprinted no licence file found · pointer only
One-Step Diffusion Distillation via Deep Equilibrium Models 12 Dec 2023 locuslab/get/models/get.py e5947aba1d10885f ran · fixture could not drive it fingerprinted MIT (permissive)
DiffiT: Diffusion Vision Transformers for Image Generation 4 Dec 2023 nvlabs/diffit/diffit/diffit.py aa58f30251e59c74 ran fingerprinted licence not identified · pointer only
Continual Self-supervised Learning: Towards Universal Multi-modal Medical Data Representation Learning 29 Nov 2023 yeerwen/medcoss/model/Unimodel.py 12035a2f77d8016c unverified no licence file found · pointer only
CROMA: Remote Sensing Representations with Contrastive Radar-Optical Masked Autoencoders 1 Nov 2023 antofuller/croma/pretrain_croma.py 2fae31fd41fc4c69 unverified MIT (permissive)
PixArt-$α$: Fast Training of Diffusion Transformer for Photorealistic Text-to-Image Synthesis 30 Sep 2023 identical code first harvested elsewhere e5947aba1d10885f ran · fixture could not drive it fingerprinted licence of this copy not recorded
MindGPT: Interpreting What You See with Non-invasive Brain Recordings 27 Sep 2023 jxuanc/mindgpt/modules/pos_embed.py 12035a2f77d8016c unverified no licence file found · pointer only
Learning Tri-modal Embeddings for Zero-Shot Soundscape Mapping 19 Sep 2023 mvrl/geoclap/geoclap/models/SATMAE.py 4bdd36eab04c3f62 ran · fixture could not drive it fingerprinted no licence file found · pointer only
Stochastic positional embeddings improve masked image modeling 31 Jul 2023 amirbar/stop/src/deit.py 4bdd36eab04c3f62 ran · fixture could not drive it fingerprinted no licence file found · pointer only
MOCA: Self-supervised Representation Learning by Predicting Masked Online Codebook Assignments 18 Jul 2023 valeoai/moca/util/model_utils.py 5c8ea92d43ead77d ran · fixture could not drive it fingerprinted no licence file found · pointer only
Masked Trajectory Models for Prediction, Representation, and Control 4 May 2023 facebookresearch/mtm/research/mtm/models/mtm_model.py efa8e5ed19b69df0 ran · honoured contract fingerprinted MIT (permissive)
Diffusion Models as Masked Autoencoders 6 Apr 2023 kimdanni/DiffMAE/models_cross.py 6a53acdcb72e78dd ran · fixture could not drive it fingerprinted licence not identified · pointer only
Mask and Restore: Blind Backdoor Defense at Test Time with Masked Autoencoder 27 Mar 2023 tsun/bdmae/mae/pos_embed.py 12035a2f77d8016c unverified MIT (permissive)
Object-Centric Slot Diffusion 20 Mar 2023 jindongjiang/latent-slot-diffusion/src/models/utils.py 4bdd36eab04c3f62 ran · fixture could not drive it fingerprinted MIT (permissive)
Advancing Radiograph Representation Learning with Masked Record Modeling 30 Jan 2023 rl4m/mrm-pytorch/model_mrm.py ddbefd1ad8482d18 unverified MIT (permissive)
Masked Event Modeling: Self-Supervised Pretraining for Event Cameras 20 Dec 2022 tum-vision/mem/mem/modeling_mae.py 12035a2f77d8016c unverified Apache-2.0 (permissive)
Scalable Diffusion Models with Transformers 19 Dec 2022 hustvl/dig/models_dig.py e5947aba1d10885f ran · fixture could not drive it fingerprinted MIT (permissive)
CroCo: Self-Supervised Pre-training for 3D Vision Tasks by Cross-View Completion 19 Oct 2022 naver/croco/models/croco.py 4bdd36eab04c3f62 ran · fixture could not drive it fingerprinted licence not identified · pointer only
Hephaestus: A large scale multitask dataset towards InSAR understanding 20 Apr 2022 orion-ai-lab/hephaestus/self_supervised/mae/mae_model.py da34f99c07cf5566 unverified MIT (permissive)
Masked Autoencoders Are Scalable Vision Learners 11 Nov 2021 0jason000/mae_vit/src/mae_vit.py 12035a2f77d8016c unverified Apache-2.0 (permissive)
Masked Autoencoders Are Scalable Vision Learners 11 Nov 2021 nasa-impact/hls-foundation-os/geospatial_fm/geospatial_fm.py f6ed4fbd11e09648 unverified Apache-2.0 (permissive)
Nested Hierarchical Transformer: Towards Accurate, Data-Efficient and Interpretable Visual Understanding 26 May 2021 freder-chen/vitp/util/pos_embed.py 12035a2f77d8016c unverified Apache-2.0 (permissive)
An Image is Worth 16x16 Words: Transformers for Image Recognition at Scale 22 Oct 2020 identical code first harvested elsewhere 5c8ea92d43ead77d ran · fixture could not drive it fingerprinted licence of this copy not recorded
Unified Perceptual Parsing for Scene Understanding 26 Jul 2018 ESA-PhiLab/PhilEO-MajorTOM/model/phileo_vit.py 4bdd36eab04c3f62 ran · fixture could not drive it fingerprinted Apache-2.0 (permissive)
arXiv:Zhou_Towards_Effective_Foundation_Model_Adaptation_for_Extreme_Cross-Domain_Few-Shot_Learning_ICCV_2025_paper NWPUZhoufei/FMA/MAE_decoder.py 5c8ea92d43ead77d ran · fixture could not drive it fingerprinted Apache-2.0 (permissive)
arXiv:Fang_Unleashing_Vanilla_Vision_Transformer_with_Masked_Image_Modeling_for_Object_ICCV_2023_paper hustvl/MIMDet/utils/pos_embed.py 12035a2f77d8016c 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".

Report a problem or propose a change · a person checks every report against the paper or source before anything changes; decisions are listed on /corrections