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SpatialTransformer

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

SpatialTransformer appears in the code Syntology harvested for 23 papers, as 23 distinct code bodies found in 23 places (a place is one code body under one paper). At least one of them ran in 4 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 SpatialTransformer 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 4 of the 23 distinct code bodies named SpatialTransformer; 19 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
4ran
19unverified
1fingerprinted

Licence is a property of each copy, so it is counted per place: 9 of the 23 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; 23 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 2 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 16c85012f3836d66 unverified GPL-3.0 (copyleft) · pointer only
Beyond Isolated Words: Diffusion Brush for Handwritten Text-Line Generation added by Syntology 2025-08 (from id) dailenson/DiffBrush/models/unet.py a0fe4952c73f4e10 unverified MIT (permissive)
Vector Contrastive Learning For Pixel-Wise Pretraining In Medical Vision 25 Jun 2025 YutingHe-list/COVER/models/cover.py ee2053fcb567e523 ran · metamorphic tier: invariant no licence file found · pointer only
Kronecker Mask and Interpretive Prompts are Language-Action Video Learners 5 Feb 2025 yjyddq/CLAVER/models/claver.py 0ed72504b4471f32 ran fingerprinted no licence file found · pointer only
CtrLoRA: An Extensible and Efficient Framework for Controllable Image Generation 12 Oct 2024 xyfjason/ctrlora/cldm/cldm_ctrlora_inference.py df38578e601e8130 unverified Apache-2.0 (permissive)
CLIP-Guided Generative Networks for Transferable Targeted Adversarial Attacks 14 Jul 2024 ffhibnese/CGNC_Targeted_Adversarial_Attacks/models/generator.py 972c042015f1a246 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 807d93291a28f2e7 unverified no licence file found · pointer only
Towards Highly Realistic Artistic Style Transfer via Stable Diffusion with Step-aware and Layer-aware Prompt 17 Apr 2024 Jamie-Cheung/LSAST/cldm/cldm.py 406611ffc8d44703 unverified Apache-2.0 (permissive)
DEADiff: An Efficient Stylization Diffusion Model with Disentangled Representations 11 Mar 2024 Tianhao-Qi/DEADiff_code/ldm/modules/new_attention.py c469ebb488dfa33e unverified Apache-2.0 (permissive)
Enhancing High-Resolution 3D Generation through Pixel-wise Gradient Clipping 19 Oct 2023 fudan-zvg/pgc-3d/ldm/modules/diffusionmodules/openaimodel.py 1967b733828c7686 unverified Apache-2.0 (permissive)
MMST-ViT: Climate Change-aware Crop Yield Prediction via Multi-Modal Spatial-Temporal Vision Transformer 16 Sep 2023 fudong03/mmst-vit/models_mmst_vit.py 705731cf1e54ec1f ran licence not identified · pointer only
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 3f6fea66d029ae8a unverified no licence file found · pointer only
Stroke Extraction of Chinese Character Based on Deep Structure Deformable Image Registration 10 Jul 2023 MengLi-l1/StrokeExtraction/model/model_of_SDNet.py 502d49689f633efb ran · metamorphic tier: deterministic 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 9778f92ec0ba682d unverified MIT (permissive)
GlyphControl: Glyph Conditional Control for Visual Text Generation 29 May 2023 aigtext/glyphcontrol-release/cldm/cldm.py 97e5c1d4532076bf unverified MIT (permissive)
CommonScenes: Generating Commonsense 3D Indoor Scenes with Scene Graph Diffusion 25 May 2023 ymxlzgy/commonscenes/model/networks/diffusion_networks/sg_diff.py 3c85d9c6a2542bd3 unverified no licence file found · pointer only
Harnessing the Spatial-Temporal Attention of Diffusion Models for High-Fidelity Text-to-Image Synthesis 7 Apr 2023 ucsb-nlp-chang/diffusion-spacetime-attn/attention_optimization/stable-diffusion/ldm/modules/attention.py 60413c6fb508084a unverified MIT (permissive)
EGC: Image Generation and Classification via a Diffusion Energy-Based Model 4 Apr 2023 GuoQiushan/EGC/guided_diffusion/unet.py d126370ebe777d9d unverified MIT (permissive)
Freestyle Layout-to-Image Synthesis 25 Mar 2023 essunny310/FreestyleNet/ldm/modules/attention_FLIS.py ab480420ad7e5aac unverified MIT (permissive)
Video Probabilistic Diffusion Models in Projected Latent Space 15 Feb 2023 sihyun-yu/pvdm/models/ddpm/unet.py be2ef04b4935912b unverified MIT (permissive)
Domain Expansion of Image Generators 12 Jan 2023 lllyasviel/controlnet/cldm/cldm.py 9c960ef8abe48657 unverified Apache-2.0 (permissive)
Generating astronomical spectra from photometry with conditional diffusion models 2022-11 (from id) larsdoorenbos/generate-spectra/generative/unet.py 1607e524b1f67f02 unverified MIT (permissive)
Extracting Deformation-Aware Local Features by Learning to Deform 20 Nov 2021 verlab/DEAL_NeurIPS_2021/modules/models/TPS_Transformer.py b4116f34a73bda3f unverified Apache-2.0 (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".

Report a problem or propose a change · a person checks every report against the paper or source before anything changes; decisions are listed on /corrections