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UNetModel

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

UNetModel appears in the code Syntology harvested for 23 papers, as 24 distinct code bodies found in 24 places (a place is one code body under one paper). At least one of them ran in 0 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 UNetModel 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 0 of the 24 distinct code bodies named UNetModel; 24 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
0ran
24unverified
0fingerprinted

Licence is a property of each copy, so it is counted per place: 13 of the 24 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

23 papers shown of 23, newest first; 24 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. 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
Cortex-Grounded Diffusion Models for Brain Image Generation added by Syntology 2026-01 (from id) ai-med/Cor2Vox/model/BrownianBridge/BrownianBridgeModel_c2v.py 892166672c9e6789 unverified GPL-3.0 (copyleft) · pointer only
Joint Geometry-Appearance Human Reconstruction in a Unified Latent Space via Bridge Diffusion added by Syntology 2026-01 (from id) haiantyz/JGA-LBD/JGA-LBD/DDBM/ddbm/unet3d.py 21208223f4e848ac unverified no licence file found · pointer only
Deterministic Image-to-Image Translation via Denoising Brownian Bridge Models with Dual Approximators added by Syntology 2025-12 (from id) bohan95/dual-app-bridge/model/BrownianBridge/ABridge.py 021c718390c26075 unverified MIT (permissive)
Beyond Isolated Words: Diffusion Brush for Handwritten Text-Line Generation added by Syntology 2025-08 (from id) dailenson/DiffBrush/models/unet.py 3761e7a226193538 unverified MIT (permissive)
Semantic-Guided Diffusion Model for Single-Step Image Super-Resolution 11 May 2025 Liu-Zihang/SAMSR/models/unet.py 866ec9bc29345371 unverified no licence file found · pointer only
Reconciling Stochastic and Deterministic Strategies for Zero-shot Image Restoration using Diffusion Model in Dual 3 Mar 2025 ChongWang1024/RDMD/guided_diffusion/unet_traj.py 954b783eddbd4118 unverified no licence file found · pointer only
RodinHD: High-Fidelity 3D Avatar Generation with Diffusion Models 9 Jul 2024 rodinhd/rodinhd/pretrained_diffusion/unet.py e2c7fb31da905a4b unverified no licence file found · pointer only
Diff-BGM: A Diffusion Model for Video Background Music Generation 20 May 2024 sizhelee/Diff-BGM/diffbgm/stable_diffusion/model/unet.py ae15fb19407462fb unverified no licence file found · pointer only
Bidirectional Consistency Models 26 Mar 2024 Mosasaur5526/BCM-iCT-torch/BCM/cm/unet_bcf.py 4b40be28390ec6d9 unverified MIT (permissive)
Real-IAD: A Real-World Multi-View Dataset for Benchmarking Versatile Industrial Anomaly Detection 19 Mar 2024 zhangzjn/ader/model/realnet.py 307e3030a4ae7b4f unverified no licence file found · pointer only
Enhancing High-Resolution 3D Generation through Pixel-wise Gradient Clipping 19 Oct 2023 fudan-zvg/pgc-3d/ldm/modules/diffusionmodules/openaimodel.py ac7c0c0e36a9cb38 unverified Apache-2.0 (permissive)
Kandinsky: an Improved Text-to-Image Synthesis with Image Prior and Latent Diffusion 5 Oct 2023 ai-forever/Kandinsky-2/kandinsky2/model/text2im_model2_1.py 820bf30db90e06e6 unverified Apache-2.0 (permissive)
LayoutLLM-T2I: Eliciting Layout Guidance from LLM for Text-to-Image Generation 9 Aug 2023 layoutllm-t2i/layoutllm-t2i/GLIGEN/ldm/modules/diffusionmodules/gligen_combine_layout.py f0258fd515fdbbe6 unverified no licence file found · pointer only
SDXL: Improving Latent Diffusion Models for High-Resolution Image Synthesis 4 Jul 2023 stability-ai/generative-models/sgm/modules/diffusionmodules/openaimodel.py 5c5d69427c0df4ac unverified MIT (permissive)
DiffusionRig: Learning Personalized Priors for Facial Appearance Editing 13 Apr 2023 adobe-research/diffusion-rig/diffusion/model.py 62664a62d891810b unverified licence not identified · pointer only
Decomposed Diffusion Sampler for Accelerating Large-Scale Inverse Problems 10 Mar 2023 hj-harry/dds/solver_2d.py 4fa4885d061af603 unverified no licence file found · pointer only
Video Probabilistic Diffusion Models in Projected Latent Space 15 Feb 2023 sihyun-yu/pvdm/models/ddpm/unet.py 18f39c82c98ac39d unverified MIT (permissive)
Diffusion-based Image Translation using Disentangled Style and Content Representation 30 Sep 2022 anon294384/diffuseit/guided_diffusion/guided_diffusion/unet.py f2338cd10cedb7e2 unverified MIT (permissive)
Photorealistic Text-to-Image Diffusion Models with Deep Language Understanding 23 May 2022 deep-floyd/if/deepfloyd_if/model/unet.py c27dfab7177fdf2b unverified licence not identified · pointer only
GLIDE: Towards Photorealistic Image Generation and Editing with Text-Guided Diffusion Models 20 Dec 2021 openai/glide-text2im/glide_text2im/text2im_model.py e28a6df0e478f28e unverified MIT (permissive)
Diffusion Models Beat GANs on Image Synthesis 11 May 2021 clu0/unet.cu/dev/unet.py 0e94d8645e22f0f0 unverified no licence file found · pointer only
Denoising Diffusion Probabilistic Models 19 Jun 2020 xiaosheng-zhao/st4diffusion/unet.py c9d84dba30559a2f unverified MIT (permissive)
Denoising Diffusion Probabilistic Models 19 Jun 2020 andreasfloros/diffusion/improved_diffusion.py a5df8cda37403c5f unverified MIT (permissive)
U-Net: Convolutional Networks for Biomedical Image Segmentation 18 May 2015 navidhasanzadeh/UNet-Semantic-Segmentation/unet_model.py fdef12a92a2f593d unverified no licence file found · pointer only

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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