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TimestepEmbedder

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

TimestepEmbedder appears in the code Syntology harvested for 27 papers, as 27 distinct code bodies found in 27 places (a place is one code body under one paper). At least one of them ran in 25 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 TimestepEmbedder 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 25 of the 27 distinct code bodies named TimestepEmbedder; 2 are unverified. One tile per status, in the site's fixed vocabulary, each code body counted once:

0ran · honoured contract
0ran · violated contract
0ran · our draft was wrong
0ran · fixture could not drive it
25ran
2unverified
14fingerprinted

Licence is a property of each copy, so it is counted per place: 15 of the 27 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

27 papers shown of 27, newest first; 27 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 15 papers added by Syntology. 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
ConvergeFlow: Language Flow with Provable Convergence to Token Embeddings added by Syntology 2026-08 (from id) Na-Li66/ConvergeFlow/model.py e849ef2fd724c843 ran fingerprinted no licence file found · pointer only
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 132dc6ca8683503e ran · metamorphic tier: deterministic no licence file found · pointer only
Amortized Moment Matching for Visual Generation added by Syntology 2026-07 (from id) poppuppy/amfd/models/amfd_loss.py cea94e8ac480b940 ran MIT (permissive)
RFMSR: Residual Flow Matching for Image Super-Resolution added by Syntology 2026-07 (from id) Faze-Hsw/RFMSR/models/rfmsr.py a64a2a0dd240c48d ran · metamorphic tier: invariant fingerprinted MIT (permissive)
Latent Block-Diffusion Temporal Point Processes: A Semi-Autoregressive Framework for Asynchronous Event Sequence Generation added by Syntology 2026-06 (from id) Zh-Shuai/LBDTPP/model/bdtpp_model.py 9e2fc25dba4e160d ran 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 8a78680b9fb2d022 ran Apache-2.0 (permissive)
FLAG: Foundation model representation with Latent diffusion Alignment via Graph for spatial gene expression prediction added by Syntology 2026-05 (from id) darkflash03/FLAG/models/graph_dit_repa.py 1b866122de2b304d ran fingerprinted no licence file found · pointer only
RNA-FM: Flow-Matching Generative Model for Genome-wide RNA-Seq Prediction added by Syntology 2026-05 (from id) YXSong000/RNA-FM/src/model_RNAFM.py eeff4b9efcd76a25 ran no licence file found · pointer only
Gumbel Distillation for Parallel Text Generation added by Syntology 2026-03 (from id) hxixixh/gumbel-distill/models/dit_gumbel.py 1a545c77d3bb49b8 ran · metamorphic tier: invariant fingerprinted no licence file found · pointer only
mmWave-Diffusion:A Novel Framework for Respiration Sensing Using Observation-Anchored Conditional Diffusion Model added by Syntology 2026-03 (from id) goodluckyongw/mmWave-Diffusion/network.py 3de4521f63c4adbf ran fingerprinted MIT (permissive)
Audio ControlNet for Fine-Grained Audio Generation and Editing added by Syntology 2026-02 (from id) haidog-yaqub/EzAudio/src/models/controlnet.py ec75a1f98a2e71d6 ran · metamorphic tier: invariant fingerprinted MIT (permissive)
PENGUIN: General Vital Sign Reconstruction from PPG with Flow Matching State Space Model added by Syntology 2026-02 (from id) Neurogica/PENGUIN/src/models/PENGUIN.py 09c9b7b52a952f03 ran fingerprinted BSD-3-Clause-Clear · pointer only
PixelGen: Improving Pixel Diffusion with Perceptual Supervision added by Syntology 2026-02 (from id) Zehong-Ma/PixelGen/src/models/transformer/JiT.py b6702ea97cf0e309 ran · metamorphic tier: invariant fingerprinted no licence file found · pointer only
Self-transcendence: Is External Feature Guidance Indispensable for Accelerating Diffusion Transformer Training? added by Syntology 2026-01 (from id) csslc/Self-Transcendence/models/sit_selftrans_model.py 85d8dab86a801978 ran · metamorphic tier: deterministic no licence file found · pointer only
Omni-View: Unlocking How Generation Facilitates Understanding in Unified 3D Model based on Multiview images added by Syntology 2025-11 (from id) AIDC-AI/Omni-View/modeling/bagel/bagel.py eb2e7b553e18165a unverified Apache-2.0 (permissive)
All-atom Diffusion Transformers: Unified generative modelling of molecules and materials 5 Mar 2025 facebookresearch/all-atom-diffusion-transformer/src/models/denoisers/dit.py 4f5374daa55652e7 ran · metamorphic tier: invariant fingerprinted licence not identified · pointer only
Population Aware Diffusion for Time Series Generation 1 Jan 2025 wmd3i/PaD-TS/Model.py 139726860f4c05ad ran · metamorphic tier: invariant fingerprinted no licence file found · pointer only
Causal Diffusion Transformers for Generative Modeling 16 Dec 2024 causalfusion/causalfusion/models.py 7a14af05d7f12417 ran · metamorphic tier: invariant fingerprinted no licence file found · pointer only
HunyuanVideo: A Systematic Framework For Large Video Generative Models 3 Dec 2024 tencent/hunyuanvideo/hyvideo/modules/models.py 972e92f9877ffd4e ran licence not identified · pointer only
EDT: An Efficient Diffusion Transformer Framework Inspired by Human-like Sketching 31 Oct 2024 xinwangchen/edt/models_edt.py eaa37c820e8a1833 ran fingerprinted Apache-2.0 (permissive)
FasterDiT: Towards Faster Diffusion Transformers Training without Architecture Modification 14 Oct 2024 hustvl/LightningDiT/models/lightningdit.py 8f2712b9234f6ba0 unverified MIT (permissive)
LDMol: Text-to-Molecule Diffusion Model with Structurally Informative Latent Space 28 May 2024 jinhojsk515/ldmol/models.py 36e69cc6393e3e74 ran · metamorphic tier: invariant fingerprinted Apache-2.0 (permissive)
LivelySpeaker: Towards Semantic-Aware Co-Speech Gesture Generation 17 Sep 2023 zyhbili/livelyspeaker/scripts_beat/model/RAG.py 99a7bc771324d5c6 ran · metamorphic tier: deterministic no licence file found · pointer only
Diffusion Models as Masked Autoencoders 6 Apr 2023 kimdanni/DiffMAE/models_cross.py 94ed19243846560a ran licence not identified · pointer only
DiffusionRet: Generative Text-Video Retrieval with Diffusion Model 17 Mar 2023 jpthu17/DiffusionRet/DiffusionRet/models/modeling.py 29b441f9817457ba ran · metamorphic tier: invariant Apache-2.0 (permissive)
DLT: Conditioned layout generation with Joint Discrete-Continuous Diffusion Layout Transformer 7 Mar 2023 wix-incubator/DLT/dlt/models/dlt.py 0f754f4c0bf6466e ran Apache-2.0 (permissive)
DreamFusion: Text-to-3D using 2D Diffusion 29 Sep 2022 muelea/buddi/llib/models/regressors/buddi.py 7da551910bbe5ecf ran 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