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get_beta_schedule

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

get_beta_schedule appears in the code Syntology harvested for 66 papers, as 12 distinct code bodies found in 66 places (a place is one code body under one paper). At least one of them ran in 57 of the papers; 2 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_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 7 of the 12 distinct code bodies named get_beta_schedule; 5 are unverified. One tile per status, in the site's fixed vocabulary, each code body counted once:

5ran · honoured contract
0ran · violated contract
0ran · our draft was wrong
0ran · fixture could not drive it
2ran
5unverified
2fingerprinted

Licence is a property of each copy, so it is counted per place: 29 of the 66 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

66 papers shown of 66, newest first; 66 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 7 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
Rethinking Dataset Distillation for Classification: Do Distilled Sets Outperform Coresets? added by Syntology 2026-06 (from id) vimar-gu/MinimaxDiffusion/diffusion/gaussian_diffusion.py 3e0fa4efc22272d4 ran · honoured contract no licence file found · pointer only
From Uniform to Learned Graph Priors: Diffusion for Structure Discovery added by Syntology 2026-06 (from id) Hardy158118/Diffprior/NRI_with_diffusion/diffusion_prior2.py c64772ca7e5d41bc ran · honoured contract fingerprinted MIT (permissive)
CAB: Accelerating Flow and Diffusion Sampling via Rectification and Corrected Adams-Bashforth added by Syntology 2026-05 (from id) Anuska-Roy/CAB/gaussian_diffusion.py 3e0fa4efc22272d4 ran · honoured contract no licence file found · pointer only
Noise-Adaptive Diffusion Sampling for Inverse Problems Without Task-Specific Tuning added by Syntology 2026-04 (from id) NA-HMC/NA-HMC/main_sampling.py ca0cea1ca1eeec89 ran · honoured contract no licence file found · pointer only
Kimodo: Scaling Controllable Human Motion Generation added by Syntology 2026-03 (from id) nv-tlabs/kimodo/kimodo/model/diffusion.py 0c0a342a6d097b28 unverified Apache-2.0 (permissive)
RoboMME: Benchmarking and Understanding Memory for Robotic Generalist Policies added by Syntology 2026-03 (from id) RoboMME/MemoryVLA/action_model/gaussian_diffusion.py 3e0fa4efc22272d4 ran · honoured contract no licence file found · pointer only
Prior-Guided Flow Matching for Target-Aware Molecule Design with Learnable Atom Number added by Syntology 2025-09 (from id) CMACH508/PAFlow/models/molopt_score_model.py ca0cea1ca1eeec89 ran · honoured contract no licence file found · pointer only
Modulated Diffusion: Accelerating Generative Modeling with Modulated Quantization 18 Jun 2025 weizhigao/modiff/scripts/sample_diffusion_ddim.py ca0cea1ca1eeec89 ran · honoured contract no licence file found · pointer only
Safeguarding Vision-Language Models: Mitigating Vulnerabilities to Gaussian Noise in Perturbation-based Attacks 2 Apr 2025 JarvisUSTC/DiffPure-RobustVLM/purification.py b0c47ff6d5f12b4f ran · honoured contract fingerprinted 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/gaussian_diffusion.py 3e0fa4efc22272d4 ran · honoured contract MIT (permissive)
arXiv:2503.12450 2025-03 (from id) feihongyan1/LazyMAR/diffusion/gaussian_diffusion.py 3e0fa4efc22272d4 ran · honoured contract MIT (permissive)
LightGen: Efficient Image Generation through Knowledge Distillation and Direct Preference Optimization 11 Mar 2025 xianfengwu01/lightgen/diffusion/gaussian_diffusion.py 3e0fa4efc22272d4 ran · honoured contract MIT (permissive)
Inference-Time Text-to-Video Alignment with Diffusion Latent Beam Search 31 Jan 2025 shim0114/T2V-Diffusion-Search/diffusion/gaussian_diffusion.py 3e0fa4efc22272d4 ran · honoured contract Apache-2.0 (permissive)
Remix-DiT: Mixing Diffusion Transformers for Multi-Expert Denoising 7 Dec 2024 vainf/remix-dit/diffusion/gaussian_diffusion.py 3e0fa4efc22272d4 ran · honoured contract no licence file found · pointer only
Diffusion-based Visual Anagram as Multi-task Learning 3 Dec 2024 pixtella/anagram-mtl/glide_text2im/gaussian_diffusion.py 0996aa0f716afd2d unverified Apache-2.0 (permissive)
UrbanDiT: A Foundation Model for Open-World Urban Spatio-Temporal Learning 19 Nov 2024 tsinghua-fib-lab/UrbanDiT/src/diffusion/gaussian_diffusion.py 3e0fa4efc22272d4 ran · honoured contract MIT (permissive)
Continuous Speculative Decoding for Autoregressive Image Generation 18 Nov 2024 markxcloud/cspd/diffusion/gaussian_diffusion.py 3e0fa4efc22272d4 ran · honoured contract MIT (permissive)
Bridging the Gap between Learning and Inference for Diffusion-Based Molecule Generation 8 Nov 2024 neusymlab/DiffGap/binddm/models/molopt_score_model.py ca0cea1ca1eeec89 ran · honoured contract MIT (permissive)
Reprogramming Pretrained Target-Specific Diffusion Models for Dual-Target Drug Design 28 Oct 2024 zhouxiangxin1998/DualDiff/models/molopt_score_model.py ca0cea1ca1eeec89 ran · honoured contract Apache-2.0 (permissive)
HART: Efficient Visual Generation with Hybrid Autoregressive Transformer 14 Oct 2024 mit-han-lab/hart/hart/modules/diffusion/gaussian_diffusion.py 3e0fa4efc22272d4 ran · honoured contract MIT (permissive)
Dynamic Diffusion Transformer 4 Oct 2024 nus-hpc-ai-lab/dynamic-diffusion-transformer/diffusion/gaussian_diffusion.py 3e0fa4efc22272d4 ran · honoured contract 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/gaussian_diffusion.py 3e0fa4efc22272d4 ran · honoured contract Apache-2.0 (permissive)
Playground v3: Improving Text-to-Image Alignment with Deep-Fusion Large Language Models 16 Sep 2024 yuchuantian/u-dit/diffusion/gaussian_diffusion.py 3e0fa4efc22272d4 ran · honoured contract no licence file found · pointer only
Manifold-Constrained Nucleus-Level Denoising Diffusion Model for Structure-Based Drug Design 16 Sep 2024 yanliang3612/nucleusdiff/models/molopt_score_model.py ca0cea1ca1eeec89 ran · honoured contract MIT (permissive)
DiTAS: Quantizing Diffusion Transformers via Enhanced Activation Smoothing 12 Sep 2024 DZY122/DiTAS/diffusion/gaussian_diffusion.py 3e0fa4efc22272d4 ran · honoured contract MIT (permissive)
LaMamba-Diff: Linear-Time High-Fidelity Diffusion Models Based on Local Attention and Mamba 5 Aug 2024 yunxiangfu2001/lamamba-diff/diffusion/gaussian_diffusion.py 3e0fa4efc22272d4 ran · honoured contract MIT (permissive)
Few-shot Defect Image Generation based on Consistency Modeling 1 Aug 2024 ffdd-diffusion/defectdiffu/diffusion/gaussian_diffusion.py 3e0fa4efc22272d4 ran · honoured contract no licence file found · pointer only
Scaling Diffusion Transformers to 16 Billion Parameters 16 Jul 2024 feizc/dit-moe/diffusion/gaussian_diffusion.py 3e0fa4efc22272d4 ran · honoured contract no licence file found · pointer only
LightenDiffusion: Unsupervised Low-Light Image Enhancement with Latent-Retinex Diffusion Models 12 Jul 2024 jianghaiscu/lightendiffusion/models/ddm.py ca0cea1ca1eeec89 ran · honoured contract no licence file found · pointer only
Aligning Target-Aware Molecule Diffusion Models with Exact Energy Optimization 1 Jul 2024 minkaixu/alidiff/models/ipo.py ca0cea1ca1eeec89 ran · honoured contract no licence file found · pointer only
FORA: Fast-Forward Caching in Diffusion Transformer Acceleration 1 Jul 2024 prathebaselva/fora/src/diffusion/gaussian_diffusion.py 3e0fa4efc22272d4 ran · honoured contract no licence file found · pointer only
Q-DiT: Accurate Post-Training Quantization for Diffusion Transformers 25 Jun 2024 juanerx/q-dit/diffusion/gaussian_diffusion.py 3e0fa4efc22272d4 ran · honoured contract no licence file found · pointer only
General Binding Affinity Guidance for Diffusion Models in Structure-Based Drug Design 24 Jun 2024 ask-berkeley/badger-sbdd/models/classifier_multi.py ca0cea1ca1eeec89 ran · honoured contract MIT (permissive)
LayerMerge: Neural Network Depth Compression through Layer Pruning and Merging 18 Jun 2024 snu-mllab/LayerMerge/layer_merge/ddpm_trainer.py ca0cea1ca1eeec89 ran · honoured contract MIT (permissive)
TAGMol: Target-Aware Gradient-guided Molecule Generation 3 Jun 2024 MoleculeAI/TAGMol/models/molopt_guide_model.py ca0cea1ca1eeec89 ran · honoured contract no licence file found · pointer only
Invisible Backdoor Attacks on Diffusion Models 2 Jun 2024 invisibletriggerdiffusion/invisible_triggers_for_diffusion/glide/glide_text2im/gaussian_diffusion.py 0996aa0f716afd2d unverified no licence file found · pointer only
TerDiT: Ternary Diffusion Models with Transformers 23 May 2024 Lucky-Lance/TerDiT/diffusion/gaussian_diffusion.py 3e0fa4efc22272d4 ran · honoured contract MIT (permissive)
Deep Data Consistency: a Fast and Robust Diffusion Model-based Solver for Inverse Problems 17 May 2024 hanyu-chen373/deepdataconsistency/guided_diffusion/diffusion.py ca0cea1ca1eeec89 ran · honoured contract MIT (permissive)
Diffusion-RWKV: Scaling RWKV-Like Architectures for Diffusion Models 6 Apr 2024 feizc/diffusion-rwkv/diffusion/gaussian_diffusion.py 3e0fa4efc22272d4 ran · honoured contract no licence file found · pointer only
Switch Diffusion Transformer: Synergizing Denoising Tasks with Sparse Mixture-of-Experts 14 Mar 2024 byeongjun-park/Switch-DiT/diffusion/gaussian_diffusion.py 3e0fa4efc22272d4 ran · honoured contract MIT (permissive)
DecompDiff: Diffusion Models with Decomposed Priors for Structure-Based Drug Design 26 Feb 2024 bytedance/decompdiff/models/transitions.py ca0cea1ca1eeec89 ran · honoured contract no licence file found · pointer only
ProLLaMA: A Protein Language Model for Multi-Task Protein Language Processing 2024-02 (from id) linzy19/taxdiff/diffusion/gaussian_diffusion.py 3e0fa4efc22272d4 ran · honoured contract MIT (permissive)
Scalable Diffusion Models with State Space Backbone 8 Feb 2024 feizc/dis/diffusion/gaussian_diffusion.py 3e0fa4efc22272d4 ran · honoured contract no licence file found · pointer only
Binding-Adaptive Diffusion Models for Structure-Based Drug Design 15 Jan 2024 YangLing0818/BindDM/models/molopt_score_model.py ca0cea1ca1eeec89 ran · honoured contract no licence file found · pointer only
EDA-DM: Enhanced Distribution Alignment for Post-Training Quantization of Diffusion Models 9 Jan 2024 identical code first harvested elsewhere ca0cea1ca1eeec89 ran · honoured contract licence of this copy not recorded
Neural Point Cloud Diffusion for Disentangled 3D Shape and Appearance Generation 21 Dec 2023 lmb-freiburg/neural-point-cloud-diffusion/npcd/models/diffusion/diffusion_processes/gaussian_diffusion.py bccd458d01b623ab ran MIT (permissive)
On Inference Stability for Diffusion Models 19 Dec 2023 vinairesearch/sa-dpm/generate.py ca0cea1ca1eeec89 ran · honoured contract AGPL-3.0 (copyleft) · pointer only
DiffiT: Diffusion Vision Transformers for Image Generation 4 Dec 2023 nvlabs/diffit/diffit/gaussian_diffusion.py 3e0fa4efc22272d4 ran · honoured contract no licence file found · pointer only
Diffusion Variational Autoencoder for Tackling Stochasticity in Multi-Step Regression Stock Price Prediction 18 Aug 2023 koa-fin/dva/model/diffusion_process.py 156c6ba7d6075f3b ran AGPL-3.0 (copyleft) · pointer only
Semi-Implicit Denoising Diffusion Models (SIDDMs) 21 Jun 2023 xuyanwu/SIDDMs-UFOGen/UFO_DiT/diffusion/gaussian_diffusion.py 3e0fa4efc22272d4 ran · honoured contract no licence file found · pointer only
Video Diffusion Models with Local-Global Context Guidance 5 Jun 2023 exisas/LGC-VD/video_diffusion_pytorch/model_creation.py 0996aa0f716afd2d unverified MIT (permissive)
Low-Light Image Enhancement with Wavelet-based Diffusion Models 1 Jun 2023 JianghaiSCU/Diffusion-Low-Light/models/ddm.py ca0cea1ca1eeec89 ran · honoured contract MIT (permissive)
Towards Accurate Post-training Quantization for Diffusion Models 30 May 2023 identical code first harvested elsewhere ca0cea1ca1eeec89 ran · honoured contract licence of this copy not recorded
A Group Symmetric Stochastic Differential Equation Model for Molecule Multi-modal Pretraining 28 May 2023 chao1224/moleculesde/Geom3D/models/MoleculeSDE/SDE_model_2D_to_3D.py 37a790bde0e8a045 unverified MIT (permissive)
Shap-E: Generating Conditional 3D Implicit Functions 3 May 2023 openai/shap-e/shap_e/diffusion/gaussian_diffusion.py a327cce17c78a700 unverified MIT (permissive)
Decomposed Diffusion Sampler for Accelerating Large-Scale Inverse Problems 10 Mar 2023 identical code first harvested elsewhere ca0cea1ca1eeec89 ran · honoured contract licence of this copy not recorded
3D Equivariant Diffusion for Target-Aware Molecule Generation and Affinity Prediction 6 Mar 2023 hughnew/gapdiff/binddm/models/molopt_score_model.py ca0cea1ca1eeec89 ran · honoured contract MIT (permissive)
Membership Inference Attacks against Diffusion Models 7 Feb 2023 fseclab-osaka/mia-diffusion/ddim/runners/diffusion.py 70a7a36a723cc519 unverified MIT (permissive)
Point-E: A System for Generating 3D Point Clouds from Complex Prompts 16 Dec 2022 openai/point-e/point_e/diffusion/gaussian_diffusion.py a327cce17c78a700 unverified MIT (permissive)
A Physics-informed Diffusion Model for High-fidelity Flow Field Reconstruction 26 Nov 2022 BaratiLab/Diffusion-based-Fluid-Super-resolution/train_ddpm/runners/diffusion_tub.py ca0cea1ca1eeec89 ran · honoured contract MIT (permissive)
Is synthetic data from generative models ready for image recognition? 14 Oct 2022 CVMI-Lab/SyntheticData/src/glide_text2im/gaussian_diffusion.py 0996aa0f716afd2d unverified Apache-2.0 (permissive)
Restoring Vision in Adverse Weather Conditions with Patch-Based Denoising Diffusion Models 29 Jul 2022 igitugraz/weatherdiffusion/models/ddm.py ca0cea1ca1eeec89 ran · honoured contract MIT (permissive)
Diffusion-GAN: Training GANs with Diffusion 5 Jun 2022 jegzheng/truncated-diffusion-probabilistic-models/runners/diffusion.py ca0cea1ca1eeec89 ran · honoured contract MIT (permissive)
GeoDiff: a Geometric Diffusion Model for Molecular Conformation Generation 6 Mar 2022 minkaixu/geodiff/models/epsnet/diffusion.py ca0cea1ca1eeec89 ran · honoured contract MIT (permissive)
Truncated Diffusion Probabilistic Models and Diffusion-based Adversarial Auto-Encoders 19 Feb 2022 pesser/pytorch_diffusion/pytorch_diffusion/diffusion.py eb2b7895b345967d ran · honoured contract MIT (permissive)
Unsupervised Denoising of Retinal OCT with Diffusion Probabilistic Model 27 Jan 2022 deweihu/oct_ddpm/src/DDPM_GaussianDiffusion.py ca0cea1ca1eeec89 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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