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timestep_embedding

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

timestep_embedding appears in the code Syntology harvested for 79 papers, as 49 distinct code bodies found in 85 places (a place is one code body under one paper). At least one of them ran in 60 of the papers; 21 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 timestep_embedding 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 34 of the 49 distinct code bodies named timestep_embedding; 15 are unverified. One tile per status, in the site's fixed vocabulary, each code body counted once:

0ran · honoured contract
0ran · violated contract
17ran · our draft was wrong
6ran · fixture could not drive it
11ran
15unverified
21fingerprinted

Licence is a property of each copy, so it is counted per place: 37 of the 85 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

79 papers shown of 79, newest first; 85 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 16 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
RARF: Region-Aware Rectified Flows for 3D Brain MRI Inpainting added by Syntology 2026-09 (from id) TomasGuija/rarf/rarf/models/utils.py c7e88dab45595d13 unverified MIT (permissive)
Coarse-to-Fine Multi-Resolution Diffusion Models for Trajectory Generation in Urban Systems added by Syntology 2026-08 (from id) Ray0202/MR-Traj/mr_traj/models.py 61ee83ed943c5116 ran · fixture could not drive it fingerprinted no licence file found · pointer only
MoNo: Multiscale Optimal Transport Neural Operator for Solving PDEs on General Geometries added by Syntology 2026-08 (from id) ZijiangY1116/MoNo/utils/models/mono.py dd00f566fa6273b0 ran · our draft was wrong fingerprinted Apache-2.0 (permissive)
Amortized Moment Matching for Visual Generation added by Syntology 2026-07 (from id) poppuppy/amfd/models/amfd_loss.py ecd79b7183df6033 ran · our draft was wrong MIT (permissive)
Heterogeneity-Adaptive Diffusion Schrödinger Bridge for PET-Guided Whole-Body MRI Translation added by Syntology 2026-07 (from id) xyw-medical-research/HADSB/hadsb/network_medical_crossattn.py 9bb8d3630b0fc209 ran fingerprinted no licence file found · pointer only
Root-Selecting Fixed-Point Inversion for Rectified Flows via Trajectory Straightness added by Syntology 2026-06 (from id) seminkim/selfix/src/flux/sampling.py ed9c768b107b4796 unverified Apache-2.0 (permissive)
Test-Time Gradient Guidance of Flow Policies in Reinforcement Learning added by Syntology 2026-06 (from id) zhouzypaul/qgf/utils/networks.py 11cf505faf3fe3f2 unverified MIT (permissive)
Principles and Practice of Deep Representation Learning or A Mathematical Theory of Memory added by Syntology 2026-06 (from id) NeuralCarver/Michelangelo/michelangelo/models/modules/embedder.py 8ed21050dbad0299 ran fingerprinted GPL-3.0 (copyleft) · pointer only
High-Resolution Range Profile Classifiers Require Aspect-Angle Awareness added by Syntology 2026-03 (from id) EdwynBrient/HRRPclf-req-angles/src/clf_req_asp/models.py e070d5513af5285e unverified MIT (permissive)
High-Resolution Range Profile Classifiers Require Aspect-Angle Awareness added by Syntology 2026-03 (from id) EdwynBrient/HRRPclf-req-angles/src/clf_req_asp_ts/models.py 9085af7ce653d54c unverified MIT (permissive)
Conditional Generative Models for High-Resolution Range Profiles: Capturing Geometry-Driven Trends in a Large-Scale Maritime Dataset added by Syntology 2026-02 (from id) EdwynBrient/HRRPGen-geometry/src/ship_hrrp_gen/ddpm.py cb6e91fc46ce1d21 unverified no licence file found · pointer only
Cascaded Flow Matching for Heterogeneous Tabular Data with Mixed-Type Features added by Syntology 2026-01 (from id) yandex-research/tab-ddpm/tab_ddpm/modules.py fe2398f0b08da143 unverified MIT (permissive)
Cortex-Grounded Diffusion Models for Brain Image Generation added by Syntology 2026-01 (from id) ai-med/Cor2Vox/model/BrownianBridge/BrownianBridgeModel_c2v.py 1d718716cdce563a ran · fixture could not drive it GPL-3.0 (copyleft) · pointer only
Joint Geometry-Appearance Human Reconstruction in a Unified Latent Space via Bridge Diffusion added by Syntology 2026-01 (from id) haiantyz/JGA-LBD/JGA-LBD/DDBM/ddbm/unet3d.py 6b0b644d0ca2f8c5 ran · our draft was wrong no licence file found · pointer only
Continuous-time Discrete-space Diffusion Model for Recommendation added by Syntology 2025-11 (from id) ChengyiLIU-cs/CDRec/model/diffusion_lib.py d6dd279ca770656e unverified no licence file found · pointer only
Orochi: Versatile Biomedical Image Processor added by Syntology 2025-09 (from id) BioMedAI-UCSC/InverseSR/project/models/unet_v2_conditioned.py 7e83c65f054fb972 ran · fixture could not drive it Apache-2.0 (permissive)
Beyond Isolated Words: Diffusion Brush for Handwritten Text-Line Generation added by Syntology 2025-08 (from id) dailenson/DiffBrush/models/unet.py 1b261a79cdace383 ran · fixture could not drive it MIT (permissive)
TabRep: a Simple and Effective Continuous Representation for Training Tabular Diffusion Models 7 Apr 2025 jacobyhsi/TabRep/tabrep_flow/models/modules.py 6c617b25817f8107 ran fingerprinted MIT (permissive)
TabRep: a Simple and Effective Continuous Representation for Training Tabular Diffusion Models 7 Apr 2025 jacobyhsi/TabRep/tabrep_ddpm/models/modules.py fe2398f0b08da143 unverified MIT (permissive)
Less-to-More Generalization: Unlocking More Controllability by In-Context Generation 2 Apr 2025 bytedance/UNO/uno/flux/pipeline.py 7f58624d56f501f5 unverified Apache-2.0 (permissive)
KV-Edit: Training-Free Image Editing for Precise Background Preservation 24 Feb 2025 Xilluill/KV-Edit/models/kv_edit.py 63c61fe6461924ad unverified Apache-2.0 (permissive)
Electron flow matching for generative reaction mechanism prediction obeying conservation laws 18 Feb 2025 FongMunHong/FlowER/model/attn_encoder.py b949347f464e1efb unverified MIT (permissive)
LayerTracer: Cognitive-Aligned Layered SVG Synthesis via Diffusion Transformer 3 Feb 2025 showlab/LayerTracer/library/flux_models.py 0a1aadb08bf169c1 ran · our draft was wrong MIT (permissive)
An Efficient Diffusion-based Non-Autoregressive Solver for Traveling Salesman Problem 23 Jan 2025 deitsp/deitsp/tsp_net.py 6c617b25817f8107 ran fingerprinted MIT (permissive)
Score-based Generative Diffusion Models for Social Recommendations 20 Dec 2024 anonymous-coderepository/score-based-generative-diffusion-models-for-social-recommendations-sgsr/model/RecModel.py 59afc50c23400da4 ran · our draft was wrong no licence file found · pointer only
FireFlow: Fast Inversion of Rectified Flow for Image Semantic Editing 10 Dec 2024 holmesshuan/fireflow/src/flux/modules/layers.py 0a1aadb08bf169c1 ran · our draft was wrong Apache-2.0 (permissive)
HunyuanVideo: A Systematic Framework For Large Video Generative Models 3 Dec 2024 tencent/hunyuanvideo/hyvideo/modules/models.py 1919bf556aed915f ran · our draft was wrong fingerprinted licence not identified · pointer only
Towards Stabilized and Efficient Diffusion Transformers through Long-Skip-Connections with Spectral Constraints 26 Nov 2024 opensparsellms/skip-dit/class-to-video/models/utils.py 319f00691ca1b97c unverified Apache-2.0 (permissive)
StereoCrafter-Zero: Zero-Shot Stereo Video Generation with Noisy Restart 21 Nov 2024 shijianjian/stereocrafter-zero/lvdm/models/utils_diffusion.py 7e83c65f054fb972 ran · fixture could not drive it no licence file found · pointer only
Representation Alignment for Generation: Training Diffusion Transformers Is Easier Than You Think 9 Oct 2024 cloneofsimo/repa-rf/model.py 226b182ef184aeeb ran · our draft was wrong fingerprinted no licence file found · pointer only
Redefining Temporal Modeling in Video Diffusion: The Vectorized Timestep Approach 4 Oct 2024 yaofang-liu/fvdm/models/utils.py 319f00691ca1b97c unverified Apache-2.0 (permissive)
A Simple but Strong Baseline for Sounding Video Generation: Effective Adaptation of Audio and Video Diffusion Models for Joint Generation 26 Sep 2024 sonyresearch/svg_baseline/src/va_core/model/svg/modules_conv.py 7e83c65f054fb972 ran · fixture could not drive it no licence file found · pointer only
ViewCrafter: Taming Video Diffusion Models for High-fidelity Novel View Synthesis 3 Sep 2024 drexubery/viewcrafter/lvdm/models/utils_diffusion.py 7e83c65f054fb972 ran · fixture could not drive it Apache-2.0 (permissive)
High Frequency Matters: Uncertainty Guided Image Compression with Wavelet Diffusion 17 Jul 2024 hejiaxiang1/wavelet-diffusion/diffusion/ddpm.py 77771dc32db529a3 ran fingerprinted no licence file found · pointer only
RodinHD: High-Fidelity 3D Avatar Generation with Diffusion Models 9 Jul 2024 rodinhd/rodinhd/pretrained_diffusion/unet.py a4255e26db9a7f6a ran · our draft was wrong no licence file found · pointer only
Powerful and Flexible: Personalized Text-to-Image Generation via Reinforcement Learning 9 Jul 2024 wfanyue/DPG-T2I-Personalization/reward_model.py d98f4c7a1b520170 ran no licence file found · pointer only
FreeTraj: Tuning-Free Trajectory Control in Video Diffusion Models 24 Jun 2024 arthur-qiu/freetraj/lvdm/models/utils_diffusion.py 2203f9d1be3dc36c ran Apache-2.0 (permissive)
MVGamba: Unify 3D Content Generation as State Space Sequence Modeling 10 Jun 2024 skyworkai/mvgamba/mvdream/mv_unet.py aec6106be736cc4f ran no licence file found · pointer only
FIFO-Diffusion: Generating Infinite Videos from Text without Training 19 May 2024 jjihwan/FIFO-Diffusion_public/lvdm/models/utils_diffusion.py 2203f9d1be3dc36c ran no licence file found · pointer only
Collaborative Filtering Based on Diffusion Models: Unveiling the Potential of High-Order Connectivity 22 Apr 2024 jackfrost168/cf_diff/models/CAM_AE.py 3cef9867af2fd687 ran fingerprinted no licence file found · pointer only
Balanced Mixed-Type Tabular Data Synthesis with Diffusion Models 12 Apr 2024 comp-well-org/fair-tab-diffusion/src/diffusion/utils.py dbedb10fdcc5bda0 ran GPL-3.0 (copyleft) · pointer only
VSTAR: Generative Temporal Nursing for Longer Dynamic Video Synthesis 20 Mar 2024 boschresearch/VSTAR/lvdm/models/utils_diffusion.py 2203f9d1be3dc36c ran AGPL-3.0 (copyleft) · pointer only
Audio-Synchronized Visual Animation 8 Mar 2024 lzhangbj/ASVA/avgen/evaluations/models/pytorch_i3d.py 270cd726f1952c2a ran · our draft was wrong fingerprinted no licence file found · pointer only
Unified Generation, Reconstruction, and Representation: Generalized Diffusion with Adaptive Latent Encoding-Decoding 29 Feb 2024 guangyliu/eddpm/Protein/codes/nn/models.py df97c543ba6aa8c1 ran · our draft was wrong fingerprinted no licence file found · pointer only
Systematic Assessment of Tabular Data Synthesis Algorithms 9 Feb 2024 zealscott/synmeter/synthesizer/ddpm/modules.py fe2398f0b08da143 unverified Apache-2.0 (permissive)
Scalable Diffusion Models with State Space Backbone 8 Feb 2024 feizc/dis/models_dis.py 270cd726f1952c2a ran · our draft was wrong fingerprinted no licence file found · pointer only
LGM: Large Multi-View Gaussian Model for High-Resolution 3D Content Creation 7 Feb 2024 3dtopia/lgm/mvdream/mv_unet.py aec6106be736cc4f ran MIT (permissive)
Continuous-Multiple Image Outpainting in One-Step via Positional Query and A Diffusion-based Approach 28 Jan 2024 sherrylone/pqdiff/models/uvit.py 270cd726f1952c2a ran · our draft was wrong fingerprinted no licence file found · pointer only
Vlogger: Make Your Dream A Vlog 17 Jan 2024 zhuangshaobin/vlogger/models/utils.py 319f00691ca1b97c unverified Apache-2.0 (permissive)
VideoCrafter2: Overcoming Data Limitations for High-Quality Video Diffusion Models 17 Jan 2024 ailab-cvc/videocrafter/lvdm/models/utils_diffusion.py 2203f9d1be3dc36c ran no licence file found · pointer only
Denoising Diffusion Recommender Model 13 Jan 2024 polaris-jz/ddrm/DDRM_LightGCN/model.py 3cef9867af2fd687 ran fingerprinted no licence file found · pointer only
Latte: Latent Diffusion Transformer for Video Generation 5 Jan 2024 maxin-cn/Latte/models/utils.py 319f00691ca1b97c unverified Apache-2.0 (permissive)
Plug-in Diffusion Model for Sequential Recommendation 5 Jan 2024 hulkima/pdrec/models/DNN.py 3cef9867af2fd687 ran fingerprinted no licence file found · pointer only
Neural Point Cloud Diffusion for Disentangled 3D Shape and Appearance Generation 21 Dec 2023 lmb-freiburg/neural-point-cloud-diffusion/npcd/models/diffusion/denoisers/transformer.py f9d13198ccab8dd6 ran fingerprinted MIT (permissive)
Interactive Humanoid: Online Full-Body Motion Reaction Synthesis with Social Affordance Canonicalization and Forecasting 14 Dec 2023 linghaochan/humanmac/models/transformer.py 12d88e587c21a5e0 ran · our draft was wrong fingerprinted MIT (permissive)
StyleCrafter: Enhancing Stylized Text-to-Video Generation with Style Adapter 1 Dec 2023 GongyeLiu/StyleCrafter/lvdm/models/utils_diffusion.py 2203f9d1be3dc36c ran Apache-2.0 (permissive)
UGG: Unified Generative Grasping 28 Nov 2023 Jiaxin-Lu/ugg/model/ugg/UViT/UViT.py 6c617b25817f8107 ran fingerprinted MIT (permissive)
From Trojan Horses to Castle Walls: Unveiling Bilateral Data Poisoning Effects in Diffusion Models 4 Nov 2023 optml-group/bibaddiff/ddpm/unet.py 964bca5024ca0295 ran fingerprinted no licence file found · pointer only
FreeNoise: Tuning-Free Longer Video Diffusion via Noise Rescheduling 23 Oct 2023 arthur-qiu/FreeNoise-LaVie/base/models/utils.py 319f00691ca1b97c unverified Apache-2.0 (permissive)
ScaleLong: Towards More Stable Training of Diffusion Model via Scaling Network Long Skip Connection 20 Oct 2023 identical code first harvested elsewhere 262b18d8278dcf70 ran · our draft was wrong fingerprinted licence of this copy not recorded
ScaleLong: Towards More Stable Training of Diffusion Model via Scaling Network Long Skip Connection 20 Oct 2023 identical code first harvested elsewhere b494dd297ded5960 ran · our draft was wrong fingerprinted licence of this copy not recorded
DynamiCrafter: Animating Open-domain Images with Video Diffusion Priors 18 Oct 2023 Doubiiu/DynamiCrafter/lvdm/models/utils_diffusion.py 7e83c65f054fb972 ran · fixture could not drive it Apache-2.0 (permissive)
Phasic Content Fusing Diffusion Model with Directional Distribution Consistency for Few-Shot Model Adaption 7 Sep 2023 sjtuplayer/few-shot-diffusion/model/big_unet.py b0aa348a2f95ef0f ran · our draft was wrong fingerprinted no licence file found · pointer only
InverseSR: 3D Brain MRI Super-Resolution Using a Latent Diffusion Model 23 Aug 2023 biomedai-ucsc/inversesr/project/models/unet_v2_conditioned.py 7e83c65f054fb972 ran · fixture could not drive it Apache-2.0 (permissive)
Synthesizing Long-Term Human Motions with Diffusion Models via Coherent Sampling 3 Aug 2023 yangzhao1230/pcmdm/model/motion_encoder.py 12d88e587c21a5e0 ran · our draft was wrong fingerprinted MIT (permissive)
PreDiff: Precipitation Nowcasting with Latent Diffusion Models 19 Jul 2023 gaozhihan/PreDiff/src/prediff/models/utils.py 7e83c65f054fb972 ran · fixture could not drive it Apache-2.0 (permissive)
Masked Diffusion Models Are Fast Distribution Learners 20 Jun 2023 jiachenlei/maskdm/models/mask_uvit.py b494dd297ded5960 ran · our draft was wrong fingerprinted MIT (permissive)
Protein Design with Guided Discrete Diffusion 31 May 2023 ngruver/nos/seq_models/nets/util.py 6c617b25817f8107 ran fingerprinted MIT (permissive)
CommonScenes: Generating Commonsense 3D Indoor Scenes with Scene Graph Diffusion 25 May 2023 ymxlzgy/commonscenes/model/networks/diffusion_networks/sg_diff.py b4f50214c2d0199b ran · fixture could not drive it no licence file found · pointer only
$\infty$-Diff: Infinite Resolution Diffusion with Subsampled Mollified States 31 Mar 2023 samb-t/infty-diff/models/latent_model.py 8ceaa69aae613a28 ran · our draft was wrong fingerprinted MIT (permissive)
Diffusion Models and Semi-Supervised Learners Benefit Mutually with Few Labels 21 Feb 2023 identical code first harvested elsewhere 262b18d8278dcf70 ran · our draft was wrong fingerprinted licence of this copy not recorded
Diffusion Models and Semi-Supervised Learners Benefit Mutually with Few Labels 21 Feb 2023 baofff/u-vit/libs/uvit.py b494dd297ded5960 ran · our draft was wrong fingerprinted MIT (permissive)
Domain Expansion of Image Generators 12 Jan 2023 lllyasviel/controlnet/cldm/cldm.py 9df115707ad18735 ran · fixture could not drive it fingerprinted Apache-2.0 (permissive)
Point-E: A System for Generating 3D Point Clouds from Complex Prompts 16 Dec 2022 openai/point-e/point_e/models/util.py f9d13198ccab8dd6 ran fingerprinted MIT (permissive)
TabDDPM: Modelling Tabular Data with Diffusion Models 30 Sep 2022 rotot0/tab-ddpm/tab_ddpm/modules.py fe2398f0b08da143 unverified MIT (permissive)
TabDDPM: Modelling Tabular Data with Diffusion Models 30 Sep 2022 yifei-liu-stat/syn/conditional/utils/utils_model.py 80360f1cea3fe1f1 unverified MIT (permissive)
All are Worth Words: A ViT Backbone for Diffusion Models 25 Sep 2022 identical code first harvested elsewhere b494dd297ded5960 ran · our draft was wrong fingerprinted licence of this copy not recorded
Visual Acoustic Matching 14 Feb 2022 see2sound/see2sound/see2sound/codi/models/latent_diffusion/diffusion_unet.py 7e83c65f054fb972 ran · fixture could not drive it Apache-2.0 (permissive)
Diffusion Models Beat GANs on Image Synthesis 11 May 2021 clu0/unet.cu/dev/unet.py 5cf36092e6ff1604 ran · our draft was wrong fingerprinted no licence file found · pointer only
MonteFloor: Extending MCTS for Reconstructing Accurate Large-Scale Floor Plans 20 Mar 2021 woodfrog/poly-diffuse/src/models/polygon_models/polygon_net.py 12d88e587c21a5e0 ran · our draft was wrong fingerprinted GPL-3.0 (copyleft) · pointer only
An Image is Worth 16x16 Words: Transformers for Image Recognition at Scale 22 Oct 2020 baofff/U-ViT/libs/uvit.py 262b18d8278dcf70 ran · our draft was wrong fingerprinted MIT (permissive)
Denoising Diffusion Probabilistic Models 19 Jun 2020 Ashwin-Pokharel/base_diffusion/model.py 88867f4df8cef2a9 ran · our draft was wrong fingerprinted no licence file found · pointer only
Denoising Diffusion Probabilistic Models 19 Jun 2020 vvvm23/ddpm/ddpm/unet.py 8ceaa69aae613a28 ran · our draft was wrong fingerprinted MIT (permissive)
arXiv:ijcai2024_0527 Ouzaixin/ResDM/model.py 93aba54bcf3a8649 unverified MIT (permissive)
arXiv:Liu_EEGMirror_Leveraging_EEG_Data_in_the_Wild_via_Montage-Agnostic_Self-Supervision_ICCV_2025_paper XuanhaoLiu/EEGMirror/eegmirror/modeling_diffusion.py daea61f7a89aa0ac unverified Apache-2.0 (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