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make_beta_schedule

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

make_beta_schedule appears in the code Syntology harvested for 48 papers, as 19 distinct code bodies found in 48 places (a place is one code body under one paper). At least one of them ran in 47 of the papers; 1 of the code bodies carries 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 make_beta_schedule 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 18 of the 19 distinct code bodies named make_beta_schedule; 1 is 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
0ran · fixture could not drive it
7ran
1unverified
1fingerprinted

Licence is a property of each copy, so it is counted per place: 19 of the 48 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

48 papers shown of 48, newest first; 48 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 4 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
Heterogeneity-Adaptive Diffusion Schrödinger Bridge for PET-Guided Whole-Body MRI Translation added by Syntology 2026-07 (from id) xyw-medical-research/HADSB/hadsb/runner_medical.py eb5f4866165088e5 ran no licence file found · pointer only
Beyond Sparse Supervision: Diffusion-Guided Learning for Few-Shot Graph Fraud Detection added by Syntology 2026-06 (from id) llmllmllm/ADC-GNN/diffusion.py 9334cc544f75fcef ran no licence file found · pointer only
Support-Proximity Augmented Diffusion Estimation for Offline Black-Box Optimization added by Syntology 2026-05 (from id) HarryYoung2018/spade/spade/optimize.py 146db3f324ec3821 ran · honoured contract fingerprinted MIT (permissive)
StaTS: Spectral Trajectory Schedule Learning for Adaptive Time Series Forecasting with Frequency Guided Denoiser added by Syntology 2026-03 (from id) zjt-gpu/StaTS/src/models/StaTS.py d11ee8dc55f0c574 ran · honoured contract no licence file found · pointer only
indiSplit: Bringing Severity Cognizance to Image Decomposition in Fluorescence Microscopy 29 Mar 2025 juglab/scSplit/model/ddpm_modules/joint_indi.py cf21d2f485b23570 ran · honoured contract Apache-2.0 (permissive)
BiDM: Pushing the Limit of Quantization for Diffusion Models 8 Dec 2024 xingyu-zheng/bidm/bidm-cifar/models/util_bidm.py 3bd7e0cdbd131fdb ran · honoured contract no licence file found · pointer only
StereoCrafter-Zero: Zero-Shot Stereo Video Generation with Noisy Restart 21 Nov 2024 shijianjian/stereocrafter-zero/lvdm/models/utils_diffusion.py c984209a2c66afbe ran · honoured contract no licence file found · pointer only
Constrained Diffusion with Trust Sampling 17 Nov 2024 will-s-h/trust-sampling/diffusion/diffusion.py 70cad909d3754978 ran · honoured contract no licence file found · pointer only
DepthSplat: Connecting Gaussian Splatting and Depth 17 Oct 2024 autonomousvision/unimatch/unimatch/ldm_unet/util.py 3bd7e0cdbd131fdb ran · honoured contract MIT (permissive)
Training Neural Samplers with Reverse Diffusive KL Divergence 16 Oct 2024 jiajunhe98/DiKL/DiKL/models/dm_utils.py b19cfb790c935cfa ran MIT (permissive)
Tabular Data Generation using Binary Diffusion 20 Sep 2024 vkinakh/binary-diffusion-tabular/binary_diffusion_tabular/diffusion.py 32c803ea4a2bd99c ran MIT (permissive)
PrimeDepth: Efficient Monocular Depth Estimation with a Stable Diffusion Preimage 13 Sep 2024 vislearn/PrimeDepth/ldm/modules/diffusionmodules/util.py 3bd7e0cdbd131fdb ran · honoured contract MIT (permissive)
ViewCrafter: Taming Video Diffusion Models for High-fidelity Novel View Synthesis 3 Sep 2024 drexubery/viewcrafter/lvdm/models/utils_diffusion.py c984209a2c66afbe ran · honoured contract Apache-2.0 (permissive)
Data Generation Scheme for Thermal Modality with Edge-Guided Adversarial Conditional Diffusion Model 7 Aug 2024 lengmo1996/ECDM/ecdm/modules/diffusionmodules/util.py 3bd7e0cdbd131fdb ran · honoured contract no licence file found · pointer only
Maximum Entropy Inverse Reinforcement Learning of Diffusion Models with Energy-Based Models 30 Jun 2024 swyoon/diffusion-by-maxentirl/models/DxMI/trainer.py 01baa8e1e4e273e2 ran · honoured contract MIT (permissive)
Director3D: Real-world Camera Trajectory and 3D Scene Generation from Text 25 Jun 2024 imlixinyang/director3d/modules/unet_hacked.py c984209a2c66afbe ran · honoured contract 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 c984209a2c66afbe ran · honoured contract Apache-2.0 (permissive)
Binarized Diffusion Model for Image Super-Resolution 9 Jun 2024 zhengchen1999/BI-DiffSR/diffglv/utils/beta_schedule.py 78feb2965623416b ran Apache-2.0 (permissive)
FIFO-Diffusion: Generating Infinite Videos from Text without Training 19 May 2024 jjihwan/FIFO-Diffusion_public/lvdm/models/utils_diffusion.py c984209a2c66afbe ran · honoured contract no licence file found · pointer only
MMFusion: Multi-modality Diffusion Model for Lymph Node Metastasis Diagnosis in Esophageal Cancer 15 May 2024 wuchengyu123/mmfusion/model/diffusion_utils.py 95f06c920b5d6995 ran no licence file found · pointer only
POPDG: Popular 3D Dance Generation with PopDanceSet 2024-05 (from id) Luke-Luo1/POPDG/model/utils.py c984209a2c66afbe ran · honoured contract MIT (permissive)
Co-Speech Gesture Video Generation via Motion-Decoupled Diffusion Model 2 Apr 2024 thuhcsi/S2G-MDDiffusion/inference/model/diffusion.py c984209a2c66afbe ran · honoured contract MIT (permissive)
VSTAR: Generative Temporal Nursing for Longer Dynamic Video Synthesis 20 Mar 2024 boschresearch/VSTAR/lvdm/models/utils_diffusion.py c984209a2c66afbe ran · honoured contract AGPL-3.0 (copyleft) · pointer only
3DTopia: Large Text-to-3D Generation Model with Hybrid Diffusion Priors 4 Mar 2024 3dtopia/3dtopia/module/nn_2d.py 3bd7e0cdbd131fdb ran · honoured contract Apache-2.0 (permissive)
Learning A Physical-aware Diffusion Model Based on Transformer for Underwater Image Enhancement 3 Mar 2024 chenydong/pa-diff/model/ddpm_trans_modules/diffusion.py 90be2f67f3d453d7 ran · honoured contract 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 c984209a2c66afbe ran · honoured contract no licence file found · pointer only
From Audio to Photoreal Embodiment: Synthesizing Humans in Conversations 3 Jan 2024 facebookresearch/audio2photoreal/model/utils.py c984209a2c66afbe ran · honoured contract no licence file found · pointer only
PrimDiffusion: Volumetric Primitives Diffusion for 3D Human Generation 7 Dec 2023 frozenburning/primdiffusion/primdiffusion/model/primitive_diffusion.py c984209a2c66afbe ran · honoured contract no licence file found · pointer only
StyleCrafter: Enhancing Stylized Text-to-Video Generation with Style Adapter 1 Dec 2023 GongyeLiu/StyleCrafter/lvdm/models/utils_diffusion.py c984209a2c66afbe ran · honoured contract Apache-2.0 (permissive)
DREAM: Diffusion Rectification and Estimation-Adaptive Models 30 Nov 2023 jinxinzhou/dream/sr3/model/sr3_modules/diffusion.py 90be2f67f3d453d7 ran · honoured contract no licence file found · pointer only
Wavelet-based Fourier Information Interaction with Frequency Diffusion Adjustment for Underwater Image Restoration 28 Nov 2023 zhihefang/wf-diff/basicsr/utils/diff_util.py 90be2f67f3d453d7 ran · honoured contract no licence file found · pointer only
SeeSR: Towards Semantics-Aware Real-World Image Super-Resolution 27 Nov 2023 xpixelgroup/diffbir/diffbir/model/gaussian_diffusion.py 5b2d67393952cf18 ran Apache-2.0 (permissive)
DynamiCrafter: Animating Open-domain Images with Video Diffusion Priors 18 Oct 2023 Doubiiu/DynamiCrafter/lvdm/models/utils_diffusion.py c984209a2c66afbe ran · honoured contract Apache-2.0 (permissive)
PreDiff: Precipitation Nowcasting with Latent Diffusion Models 19 Jul 2023 gaozhihan/PreDiff/src/prediff/diffusion/utils.py 3bd7e0cdbd131fdb ran · honoured contract Apache-2.0 (permissive)
Hierarchical Integration Diffusion Model for Realistic Image Deblurring 22 May 2023 zhengchen1999/HI-Diff/hi_diff/utils/beta_schedule.py 78feb2965623416b ran Apache-2.0 (permissive)
Pyramid Diffusion Models For Low-light Image Enhancement 17 May 2023 limuloo/PyDIff/PyDiff/pydiff/archs/ddpm_arch.py f59285ec3a256eb6 ran · honoured contract licence not identified · pointer only
DiffTraj: Generating GPS Trajectory with Diffusion Probabilistic Model 23 Apr 2023 Yasoz/DiffTraj/utils/helper.py b19cfb790c935cfa ran MIT (permissive)
Waving Goodbye to Low-Res: A Diffusion-Wavelet Approach for Image Super-Resolution 4 Apr 2023 brian-moser/diwa/model/ddpm_modules/diffusion.py 90be2f67f3d453d7 ran · honoured contract Apache-2.0 (permissive)
3D Human Mesh Estimation from Virtual Markers 21 Mar 2023 shirleymaxx/vmarker-pro/vmpro/models/diff3dmesh.py 5fb09962eaaf7537 ran · honoured contract Apache-2.0 (permissive)
Person Image Synthesis via Denoising Diffusion Model 22 Nov 2022 ankanbhunia/PIDM/diffusion.py 9334cc544f75fcef ran MIT (permissive)
EDGE: Editable Dance Generation From Music 19 Nov 2022 Stanford-TML/EDGE/model/utils.py c984209a2c66afbe ran · honoured contract MIT (permissive)
DDPM-CD: Denoising Diffusion Probabilistic Models as Feature Extractors for Change Detection 23 Jun 2022 wgcban/ddpm-cd/model/ddpm_modules/diffusion.py 90be2f67f3d453d7 ran · honoured contract MIT (permissive)
Progressive Distillation for Fast Sampling of Diffusion Models 1 Feb 2022 deepxuan/dn-dp/model/sr3_modules/respace.py 7ef3b9728402cdd1 ran · honoured contract no licence file found · pointer only
Image Super-Resolution via Iterative Refinement 15 Apr 2021 lshaw8317/mlmcfordms/Superresolution/model/sr3_modules/diffusion.py 90be2f67f3d453d7 ran · honoured contract no licence file found · pointer only
Denoising Diffusion Probabilistic Models 19 Jun 2020 vainf/diff-pruning/ldm_exp/ldm/models/diffusion/ddpm.py 3bd7e0cdbd131fdb ran · honoured contract Apache-2.0 (permissive)
arXiv:aaai_28090 lhl322001/DiffACR/code/diffusion.py bda8a81f3dae1ef0 unverified Apache-2.0 (permissive)
arXiv:Zhang_Bidirectional_Autoregessive_Diffusion_Model_for_Dance_Generation_CVPR_2024_paper czzhang179/BADM/static/badm/model/utils.py c984209a2c66afbe ran · honoured contract MIT (permissive)
arXiv:Xu_Versatile_Diffusion_Text_Images_and_Variations_All_in_One_Diffusion_ICCV_2023_paper SHI-Labs/Versatile-Diffusion/lib/model_zoo/diffusion_utils.py 3bd7e0cdbd131fdb ran · honoured contract 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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