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create_named_schedule_sampler

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

create_named_schedule_sampler appears in the code Syntology harvested for 58 papers, as 14 distinct code bodies found in 58 places (a place is one code body under one paper). At least one of them ran in 21 of the papers; 0 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 create_named_schedule_sampler 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 1 of the 14 distinct code bodies named create_named_schedule_sampler; 13 are unverified. One tile per status, in the site's fixed vocabulary, each code body counted once:

0ran · honoured contract
0ran · violated contract
1ran · our draft was wrong
0ran · fixture could not drive it
0ran
13unverified
0fingerprinted

Licence is a property of each copy, so it is counted per place: 19 of the 58 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

58 papers shown of 58, newest first; 58 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; 1 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
Gene Expression-Informed Jointly Controlled Generative Modeling for Precision Molecular Design added by Syntology 2026-07 (from id) hala-yh/JoPMol/resample.py 35572566acf61c78 ran · our draft was wrong no licence file found · pointer only
Label-Efficient Hyperspectral Image Classification via Spectral FiLM Modulation of Low-Level Pretrained Diffusion Features added by Syntology 2025-12 (from id) openai/guided-diffusion/guided_diffusion/resample.py 35572566acf61c78 ran · our draft was wrong MIT (permissive)
Enhancing Diffusion Model Guidance through Calibration and Regularization added by Syntology 2025-11 (from id) ajavid34/guided-info-diffusion/guided_diffusion/resample.py 35572566acf61c78 ran · our draft was wrong no licence file found · pointer only
DiffO: Single-step Diffusion for Image Compression at Ultra-Low Bitrates 19 Jun 2025 freemasti/diffo/models/resample.py 744d8fd5890b0002 unverified no licence file found · pointer only
Correcting Deviations from Normality: A Reformulated Diffusion Model for Multi-Class Unsupervised Anomaly Detection 25 Mar 2025 farzad-bz/DeCo-Diff/diffusion/timestep_sampler.py e48218d7d73db0b3 unverified MIT (permissive)
Inference-Time Text-to-Video Alignment with Diffusion Latent Beam Search 31 Jan 2025 shim0114/T2V-Diffusion-Search/diffusion/timestep_sampler.py e48218d7d73db0b3 unverified Apache-2.0 (permissive)
Remix-DiT: Mixing Diffusion Transformers for Multi-Expert Denoising 7 Dec 2024 vainf/remix-dit/diffusion/timestep_sampler.py e48218d7d73db0b3 unverified licence not identified · pointer only
UrbanDiT: A Foundation Model for Open-World Urban Spatio-Temporal Learning 19 Nov 2024 tsinghua-fib-lab/UrbanDiT/src/diffusion/timestep_sampler.py e48218d7d73db0b3 unverified MIT (permissive)
Physics Informed Distillation for Diffusion Models 13 Nov 2024 pantheon5100/pid_diffusion/cm/resample.py df72d0c85cc7f5ed unverified MIT (permissive)
Text-DiFuse: An Interactive Multi-Modal Image Fusion Framework based on Text-modulated Diffusion Model 31 Oct 2024 Leiii-Cao/Text-DiFuse/diffusion_fusion/resample.py 34431d326a1db3be unverified MIT (permissive)
Dynamic Diffusion Transformer 4 Oct 2024 nus-hpc-ai-lab/dynamic-diffusion-transformer/diffusion/timestep_sampler.py e48218d7d73db0b3 unverified no licence file found · pointer only
HarmoniCa: Harmonizing Training and Inference for Better Feature Caching in Diffusion Transformer Acceleration 2 Oct 2024 modeltc/harmonica/diffusion/timestep_sampler.py e48218d7d73db0b3 unverified Apache-2.0 (permissive)
Playground v3: Improving Text-to-Image Alignment with Deep-Fusion Large Language Models 16 Sep 2024 yuchuantian/u-dit/diffusion/timestep_sampler.py e48218d7d73db0b3 unverified no licence file found · pointer only
DiTAS: Quantizing Diffusion Transformers via Enhanced Activation Smoothing 12 Sep 2024 DZY122/DiTAS/diffusion/timestep_sampler.py e48218d7d73db0b3 unverified MIT (permissive)
LaMamba-Diff: Linear-Time High-Fidelity Diffusion Models Based on Local Attention and Mamba 5 Aug 2024 yunxiangfu2001/lamamba-diff/diffusion/timestep_sampler.py e48218d7d73db0b3 unverified MIT (permissive)
Few-shot Defect Image Generation based on Consistency Modeling 1 Aug 2024 ffdd-diffusion/defectdiffu/diffusion/timestep_sampler.py e48218d7d73db0b3 unverified no licence file found · pointer only
Inverse Problems with Diffusion Models: A MAP Estimation Perspective 27 Jul 2024 guthasaibharathchandra/MAP-GA/cm/resample.py df72d0c85cc7f5ed unverified no licence file found · pointer only
Diffusion Prior-Based Amortized Variational Inference for Noisy Inverse Problems 23 Jul 2024 mlvlab/davi/cm/resample.py df72d0c85cc7f5ed unverified MIT (permissive)
Self-Guided Generation of Minority Samples Using Diffusion Models 16 Jul 2024 soobin-um/sg-minority/guided_diffusion/resample.py 35572566acf61c78 ran · our draft was wrong MIT (permissive)
FORA: Fast-Forward Caching in Diffusion Transformer Acceleration 1 Jul 2024 prathebaselva/fora/src/diffusion/timestep_sampler.py e48218d7d73db0b3 unverified no licence file found · pointer only
Q-DiT: Accurate Post-Training Quantization for Diffusion Transformers 25 Jun 2024 juanerx/q-dit/diffusion/timestep_sampler.py e48218d7d73db0b3 unverified no licence file found · pointer only
TerDiT: Ternary Diffusion Models with Transformers 23 May 2024 Lucky-Lance/TerDiT/diffusion/timestep_sampler.py e48218d7d73db0b3 unverified MIT (permissive)
Diffusion-RWKV: Scaling RWKV-Like Architectures for Diffusion Models 6 Apr 2024 feizc/diffusion-rwkv/diffusion/timestep_sampler.py e48218d7d73db0b3 unverified no licence file found · pointer only
A Phase Transition in Diffusion Models Reveals the Hierarchical Nature of Data 26 Feb 2024 pcsl-epfl/forward-backward-diffusion/guided_diffusion/resample.py 35572566acf61c78 ran · our draft was wrong MIT (permissive)
ProLLaMA: A Protein Language Model for Multi-Task Protein Language Processing 2024-02 (from id) linzy19/taxdiff/diffusion/timestep_sampler.py e48218d7d73db0b3 unverified MIT (permissive)
GeneOH Diffusion: Towards Generalizable Hand-Object Interaction Denoising via Denoising Diffusion 22 Feb 2024 meowuu7/geneoh-diffusion/diffusion/resample.py 35572566acf61c78 ran · our draft was wrong MIT (permissive)
Scalable Diffusion Models with State Space Backbone 8 Feb 2024 feizc/dis/diffusion/timestep_sampler.py e48218d7d73db0b3 unverified no licence file found · pointer only
Multi-scale Reconstruction of Turbulent Rotating Flows with Generative Diffusion Models 2023-12 (from id) smartturb/repaint-turb/guided_diffusion/resample.py 35572566acf61c78 ran · our draft was wrong MIT (permissive)
Correcting Diffusion Generation through Resampling 10 Dec 2023 ucsb-nlp-chang/diffusion_resampling/benchmarks/guided_diffusion/resample.py 35572566acf61c78 ran · our draft was wrong no licence file found · pointer only
DiffiT: Diffusion Vision Transformers for Image Generation 4 Dec 2023 nvlabs/diffit/diffit/resample.py 35572566acf61c78 ran · our draft was wrong no licence file found · pointer only
SinSR: Diffusion-Based Image Super-Resolution in a Single Step 23 Nov 2023 wyf0912/sinsr/models/resample.py 744d8fd5890b0002 unverified no licence file found · pointer only
ScanDL: A Diffusion Model for Generating Synthetic Scanpaths on Texts 24 Oct 2023 dili-lab/scandl/scandl/step_sample.py b6fb1c1dab4fdbf7 unverified no licence file found · pointer only
Understanding the Latent Space of Diffusion Models through the Lens of Riemannian Geometry 24 Jul 2023 enkeejunior1/Diffusion-Pullback/src/models/guided_diffusion/resample.py 35572566acf61c78 ran · our draft was wrong Apache-2.0 (permissive)
ResShift: Efficient Diffusion Model for Image Super-resolution by Residual Shifting 23 Jul 2023 zsyOAOA/ResShift/models/resample.py 744d8fd5890b0002 unverified no licence file found · pointer only
Synthetic Lagrangian Turbulence by Generative Diffusion Models 17 Jul 2023 smartturb/diffusion-lagr/guided_diffusion/resample.py 35572566acf61c78 ran · our draft was wrong MIT (permissive)
DoseDiff: Distance-aware Diffusion Model for Dose Prediction in Radiotherapy 28 Jun 2023 whisney/dosediff/guided_diffusion/resample.py 35572566acf61c78 ran · our draft was wrong MIT (permissive)
Generative Semantic Communication: Diffusion Models Beyond Bit Recovery 7 Jun 2023 ispamm/gesco/guided_diffusion/resample.py 35572566acf61c78 ran · our draft was wrong MIT (permissive)
Intellectual Property Protection of Diffusion Models via the Watermark Diffusion Process 6 Jun 2023 senp98/wdm/wdm/resample.py 35572566acf61c78 ran · our draft was wrong MIT (permissive)
Image generation with shortest path diffusion 1 Jun 2023 mtkresearch/shortest-path-diffusion/guided_diffusion/resample.py 9103fde01d82431f unverified Apache-2.0 (permissive)
Synthetic CT Generation from MRI using 3D Transformer-based Denoising Diffusion Model 31 May 2023 shaoyanpan/Synthetic-CT-generation-from-MRI-using-3D-transformer-based-denoising-diffusion-model/diffusion/resampler.py 03a8783b9f571ada unverified MIT (permissive)
Contrastive Energy Prediction for Exact Energy-Guided Diffusion Sampling in Offline Reinforcement Learning 25 Apr 2023 thu-ml/cep-energy-guided-diffusion/images/guided_diffusion/resample.py 35572566acf61c78 ran · our draft was wrong MIT (permissive)
DiffuRec: A Diffusion Model for Sequential Recommendation 3 Apr 2023 whuir/diffurec/src/step_sample.py 86a00d2143d636b3 unverified MIT (permissive)
Class-Guided Image-to-Image Diffusion: Cell Painting from Brightfield Images with Class Labels 15 Mar 2023 crosszamirski/guided-i2i/guided_diffusion/resample.py 1aa1edd33653c7d0 unverified Apache-2.0 (permissive)
Consistency Models 2 Mar 2023 openai/consistency_models/cm/resample.py df72d0c85cc7f5ed unverified MIT (permissive)
MedSegDiff-V2: Diffusion based Medical Image Segmentation with Transformer 19 Jan 2023 wujunde/medsegdiff/guided_diffusion/resample.py 49a5e51a44d77a98 unverified MIT (permissive)
Shifted Diffusion for Text-to-image Generation 24 Nov 2022 drboog/Shifted_Diffusion/model_lib/diffusion/resample.py 74468cb5afcdceba unverified CC0-1.0 (permissive)
SinDiffusion: Learning a Diffusion Model from a Single Natural Image 22 Nov 2022 weilunwang/sindiffusion/guided_diffusion/resample.py 35572566acf61c78 ran · our draft was wrong Apache-2.0 (permissive)
Improving Sample Quality of Diffusion Models Using Self-Attention Guidance 3 Oct 2022 KU-CVLAB/Self-Attention-Guidance/guided_diffusion/resample.py 35572566acf61c78 ran · our draft was wrong MIT recorded; this copy not marked cleared · pointer only
Neural Wavelet-domain Diffusion for 3D Shape Generation 19 Sep 2022 edward1997104/Wavelet-Generation/models/module/resample.py e48218d7d73db0b3 unverified MIT (permissive)
(Certified!!) Adversarial Robustness for Free! 21 Jun 2022 ethz-privsec/diffusion_denoised_smoothing/imagenet/guided_diffusion/resample.py 35572566acf61c78 ran · our draft was wrong MIT (permissive)
Diffusion Models for Video Prediction and Infilling 15 Jun 2022 Tobi-r9/RaMViD/diffusion_openai/resample.py f882d2f9d0d962e2 unverified MIT (permissive)
Accelerating Diffusion Models via Early Stop of the Diffusion Process 25 May 2022 zhaoyanglyu/early_stopped_ddpm/guided_diffusion/resample.py 35572566acf61c78 ran · our draft was wrong MIT recorded; this copy not marked cleared · pointer only
Diffusion Models for Medical Anomaly Detection 8 Mar 2022 JuliaWolleb/diffusion-anomaly/guided_diffusion/resample.py 49a5e51a44d77a98 unverified MIT (permissive)
Diffusion Models for Implicit Image Segmentation Ensembles 6 Dec 2021 marrlab/dispr/guided_diffusion/resample.py 49a5e51a44d77a98 unverified Apache-2.0 (permissive)
Blended Diffusion for Text-driven Editing of Natural Images 29 Nov 2021 omriav/blended-diffusion/guided_diffusion/guided_diffusion/resample.py 35572566acf61c78 ran · our draft was wrong MIT (permissive)
Few-shot Image Generation with Mixup-based Distance Learning 23 Nov 2021 rowerliu/adbd/guided_diffusion/resample.py b0ca5f1ecc66d127 unverified MIT (permissive)
Denoising Diffusion Implicit Models 6 Oct 2020 dan8991/Image-coding-perceptual-enhancement-with-diffusion-models/improved_diffusion/resample.py 35572566acf61c78 ran · our draft was wrong MIT (permissive)
arXiv:aaai_28418 KidsWithTokens/MedSegDiff/guided_diffusion/resample.py 49a5e51a44d77a98 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".

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