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interpolate_fn

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

interpolate_fn appears in the code Syntology harvested for 42 papers, as 11 distinct code bodies found in 49 places (a place is one code body under one paper). At least one of them ran in 41 of the papers; 7 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 interpolate_fn 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 8 of the 11 distinct code bodies named interpolate_fn; 3 are unverified. One tile per status, in the site's fixed vocabulary, each code body counted once:

1ran · honoured contract
0ran · violated contract
5ran · our draft was wrong
0ran · fixture could not drive it
2ran
3unverified
7fingerprinted

Licence is a property of each copy, so it is counted per place: 19 of the 49 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

42 papers shown of 42, newest first; 49 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; 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
Stochastic MeanFlow Policies: One-Step Generative Control with Entropic Mirror Descent added by Syntology 2026-05 (from id) diffusionyes/MaxEntDP/jaxrl5/networks/dpm_solver_jax.py 8d277cc41d953efc ran · honoured contract no licence file found · pointer only
Structure-based RNA Design by Step-wise Optimization of Latent Diffusion Model added by Syntology 2026-01 (from id) ml4bio/RiboDiffusion/diffusion/noise_schedule.py 6a35b62fbc80f70a ran · our draft was wrong fingerprinted MIT (permissive)
GAS: Improving Discretization of Diffusion ODEs via Generalized Adversarial Solver added by Syntology 2025-10 (from id) 3145tttt/GAS/src/gas/solver_utils.py 6a35b62fbc80f70a ran · our draft was wrong fingerprinted MIT (permissive)
Noise-Consistent Siamese-Diffusion for Medical Image Synthesis and Segmentation 9 May 2025 qiukunpeng/siamese-diffusion/ldm/models/diffusion/dpm_solver/dpm_solver.py 4099155bf06052b1 ran fingerprinted MIT (permissive)
Lumina-Image 2.0: A Unified and Efficient Image Generative Framework 27 Mar 2025 Alpha-VLLM/Lumina-Image-2.0/transport/dpm_solver.py 6a35b62fbc80f70a ran · our draft was wrong fingerprinted Apache-2.0 (permissive)
Improved Diffusion-based Generative Model with Better Adversarial Robustness 24 Feb 2025 kugwzk/AT_Diff/guided_diffusion/dpm_solver.py 6a35b62fbc80f70a ran · our draft was wrong fingerprinted MIT (permissive)
Maximum Entropy Reinforcement Learning with Diffusion Policy 17 Feb 2025 diffusionyes/maxentdp/jaxrl5/agents/score_matching/max_entropy_learner.py 8d277cc41d953efc ran · honoured contract no licence file found · pointer only
Diffusion Twigs with Loop Guidance for Conditional Graph Generation 31 Oct 2024 Aalto-QuML/Diffusion_twigs/diffusion/noise_schedule.py 6a35b62fbc80f70a ran · our draft was wrong fingerprinted MIT (permissive)
Boltzmann priors for Implicit Transfer Operators 2024-10 (from id) olsson-group/bopito/bopito/models/dpm_solve.py 6a35b62fbc80f70a ran · our draft was wrong fingerprinted MIT (permissive)
DC-Solver: Improving Predictor-Corrector Diffusion Sampler via Dynamic Compensation 5 Sep 2024 wl-zhao/dc-solver/stable-diffusion/ldm/models/diffusion/dc_solver/dc_solver.py 6a35b62fbc80f70a ran · our draft was wrong fingerprinted no licence file found · pointer only
PFDiff: Training-free Acceleration of Diffusion Models through the Gradient Guidance of Past and Future 16 Aug 2024 identical code first harvested elsewhere 39c68b6295eaca2f ran · our draft was wrong fingerprinted licence of this copy not recorded
PFDiff: Training-free Acceleration of Diffusion Models through the Gradient Guidance of Past and Future 16 Aug 2024 onefly123/PFDiff/uncondition/dpm-solver/PFDiff_1.py 6a35b62fbc80f70a ran · our draft was wrong fingerprinted MIT (permissive)
A Simple Early Exiting Framework for Accelerated Sampling in Diffusion Models 12 Aug 2024 identical code first harvested elsewhere 39c68b6295eaca2f ran · our draft was wrong fingerprinted licence of this copy not recorded
A Simple Early Exiting Framework for Accelerated Sampling in Diffusion Models 12 Aug 2024 identical code first harvested elsewhere 6a35b62fbc80f70a ran · our draft was wrong fingerprinted licence of this copy not recorded
Connecting Consistency Distillation to Score Distillation for Text-to-3D Generation 18 Jul 2024 LMozart/ECCV2024-GCS-BEG/guidance/solver.py 6a35b62fbc80f70a ran · our draft was wrong fingerprinted MIT (permissive)
Aligning Diffusion Behaviors with Q-functions for Efficient Continuous Control 12 Jul 2024 thu-ml/Efficient-Diffusion-Alignment/dpm_solver_pytorch.py 6a35b62fbc80f70a ran · our draft was wrong fingerprinted no licence file found · pointer only
Stable Diffusion Segmentation for Biomedical Images with Single-step Reverse Process 26 Jun 2024 lin-tianyu/stable-diffusion-seg/ldm/models/diffusion/dpm_solver/dpm_solver.py 6a35b62fbc80f70a ran · our draft was wrong fingerprinted no licence file found · pointer only
Alleviating Distortion in Image Generation via Multi-Resolution Diffusion Models and Time-Dependent Layer Normalization 13 Jun 2024 qihao067/DiMR/dpm_solver.py 86c7877e164664bc ran fingerprinted Apache-2.0 (permissive)
MMDisCo: Multi-Modal Discriminator-Guided Cooperative Diffusion for Joint Audio and Video Generation 28 May 2024 sonyresearch/mmdisco/mmdisco/models/diffusion/mmdiffusion/multimodal_dpm_solver_plus.py 0f0757aa08450a2c ran · our draft was wrong fingerprinted MIT (permissive)
Learning to Discretize Denoising Diffusion ODEs 24 May 2024 vinhsuhi/ld3/noise_schedulers.py 6a35b62fbc80f70a ran · our draft was wrong fingerprinted no licence file found · pointer only
DiM: Diffusion Mamba for Efficient High-Resolution Image Synthesis 23 May 2024 tyshiwo1/dim-diffusionmamba/dpm_solver_pp.py 86c7877e164664bc ran fingerprinted no licence file found · pointer only
RiboDiffusion: Tertiary Structure-based RNA Inverse Folding with Generative Diffusion Models 17 Apr 2024 ml4bio/ribodiffusion/diffusion/noise_schedule.py 6a35b62fbc80f70a ran · our draft was wrong fingerprinted MIT (permissive)
QNCD: Quantization Noise Correction for Diffusion Models 28 Mar 2024 huanpengchu/qncd/ddim/dpm_solver_pytorch.py 6a35b62fbc80f70a ran · our draft was wrong fingerprinted MIT (permissive)
Diffusion of Thoughts: Chain-of-Thought Reasoning in Diffusion Language Models 12 Feb 2024 hkunlp/diffusion-of-thoughts/lib/dpm_solver_pytorch.py 6a35b62fbc80f70a ran · our draft was wrong fingerprinted no licence file found · pointer only
QuEST: Low-bit Diffusion Model Quantization via Efficient Selective Finetuning 6 Feb 2024 hatchetProject/QuEST/ddim/dpm_solver_pytorch.py 6a35b62fbc80f70a ran · our draft was wrong fingerprinted no licence file found · pointer only
Mastering Text-to-Image Diffusion: Recaptioning, Planning, and Generating with Multimodal LLMs 22 Jan 2024 CompVis/stable-diffusion/ldm/models/diffusion/dpm_solver/dpm_solver.py 6a35b62fbc80f70a ran · our draft was wrong fingerprinted no licence file found · pointer only
Learned representation-guided diffusion models for large-image generation 12 Dec 2023 cvlab-stonybrook/large-image-diffusion/ldm/models/diffusion/dpm_solver/dpm_solver.py 4099155bf06052b1 ran fingerprinted no licence file found · pointer only
DPM-Solver-v3: Improved Diffusion ODE Solver with Empirical Model Statistics 20 Oct 2023 identical code first harvested elsewhere 6a35b62fbc80f70a ran · our draft was wrong fingerprinted licence of this copy not recorded
DPM-Solver-v3: Improved Diffusion ODE Solver with Empirical Model Statistics 20 Oct 2023 identical code first harvested elsewhere 8f6335e1c872cedc unverified licence of this copy not recorded
DPM-Solver-v3: Improved Diffusion ODE Solver with Empirical Model Statistics 20 Oct 2023 luchengthu/dpm-solver/examples/score_sde_jax/dpm_solver.py f2534952711dcca5 unverified MIT (permissive)
SA-Solver: Stochastic Adams Solver for Fast Sampling of Diffusion Models 10 Sep 2023 scxue/sa-solver/sa_solver.py 6665240d279136d7 ran · our draft was wrong fingerprinted MIT (permissive)
DiffCR: A Fast Conditional Diffusion Framework for Cloud Removal from Optical Satellite Images 8 Aug 2023 xavierjiezou/diffcr/core/dpm_solver_pytorch.py 6a35b62fbc80f70a ran · our draft was wrong fingerprinted no licence file found · pointer only
Fast Diffusion Model 12 Jun 2023 sail-sg/fdm/dpm_solver.py 6a35b62fbc80f70a ran · our draft was wrong fingerprinted Apache-2.0 (permissive)
VideoComposer: Compositional Video Synthesis with Motion Controllability 3 Jun 2023 damo-vilab/videocomposer/artist/ops/dpm_solver.py 6a35b62fbc80f70a ran · our draft was wrong fingerprinted MIT (permissive)
Implicit Transfer Operator Learning: Multiple Time-Resolution Surrogates for Molecular Dynamics 29 May 2023 olsson-group/ito/ito/model/dpm_solve.py 6a35b62fbc80f70a ran · our draft was wrong fingerprinted MIT (permissive)
Diffusion Models and Semi-Supervised Learners Benefit Mutually with Few Labels 21 Feb 2023 ML-GSAI/DPT/dpm_solver_pp.py 86c7877e164664bc ran fingerprinted MIT (permissive)
UniPC: A Unified Predictor-Corrector Framework for Fast Sampling of Diffusion Models 9 Feb 2023 wl-zhao/UniPC/example/score_sde_pytorch/uni_pc.py 39c68b6295eaca2f ran · our draft was wrong fingerprinted MIT (permissive)
UniPC: A Unified Predictor-Corrector Framework for Fast Sampling of Diffusion Models 9 Feb 2023 wl-zhao/unipc/example/score_sde_pytorch/uni_pc.py 6a35b62fbc80f70a ran · our draft was wrong fingerprinted MIT (permissive)
MedSegDiff-V2: Diffusion based Medical Image Segmentation with Transformer 19 Jan 2023 wujunde/medsegdiff/guided_diffusion/dpm_solver.py 4099155bf06052b1 ran fingerprinted MIT (permissive)
MM-Diffusion: Learning Multi-Modal Diffusion Models for Joint Audio and Video Generation 19 Dec 2022 researchmm/mm-diffusion/mm_diffusion/dpm_solver_plus.py 6a35b62fbc80f70a ran · our draft was wrong fingerprinted MIT (permissive)
DPM-Solver++: Fast Solver for Guided Sampling of Diffusion Probabilistic Models 2 Nov 2022 identical code first harvested elsewhere 6a35b62fbc80f70a ran · our draft was wrong fingerprinted licence of this copy not recorded
DPM-Solver++: Fast Solver for Guided Sampling of Diffusion Probabilistic Models 2 Nov 2022 identical code first harvested elsewhere f2534952711dcca5 unverified licence of this copy not recorded
DPM-Solver: A Fast ODE Solver for Diffusion Probabilistic Model Sampling in Around 10 Steps 2 Jun 2022 thomaskerdreux/pdm_sar_insar_generation/utils/utils_sample_DPM.py 75f87754036e8581 ran · our draft was wrong fingerprinted MIT (permissive)
DPM-Solver: A Fast ODE Solver for Diffusion Probabilistic Model Sampling in Around 10 Steps 2 Jun 2022 LuChengTHU/dpm-solver/examples/score_sde_jax/dpm_solver.py 8f6335e1c872cedc unverified MIT (permissive)
High-Resolution Image Synthesis with Latent Diffusion Models 20 Dec 2021 lorenzo-stacchio/Stable-Diffusion-Inpaint/ldm/models/diffusion/dpm_solver/dpm_solver.py 6a35b62fbc80f70a ran · our draft was wrong fingerprinted MIT (permissive)
The Signature Kernel is the solution of a Goursat PDE 26 Jun 2020 crispitagorico/sigkerax/sigkerax/utils.py 6061c57835903b56 unverified Apache-2.0 (permissive)
arXiv:aaai_28418 KidsWithTokens/MedSegDiff/guided_diffusion/dpm_solver.py 4099155bf06052b1 ran fingerprinted MIT (permissive)
arXiv:aaai_28147 kopper-xdu/Adv-Diffusion/ldm/models/diffusion/dpm_solver/dpm_solver.py 4099155bf06052b1 ran fingerprinted MIT (permissive)
arXiv:Xia_Towards_More_Accurate_Diffusion_Model_Acceleration_with_A_Timestep_Tuner_CVPR_2024_paper THU-LYJ-Lab/time-tuner/time_tuner.py 6a35b62fbc80f70a ran · our draft was wrong fingerprinted 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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