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latent2image

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

latent2image appears in the code Syntology harvested for 18 papers, as 6 distinct code bodies found in 19 places (a place is one code body under one paper). At least one of them ran in 15 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 latent2image 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 3 of the 6 distinct code bodies named latent2image; 3 are unverified. One tile per status, in the site's fixed vocabulary, each code body counted once:

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

Licence is a property of each copy, so it is counted per place: 11 of the 19 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

18 papers shown of 18, newest first; 19 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; 2 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
Cross-Attention Head Position Patterns Can Align with Human Visual Concepts in Text-to-Image Generative Models 3 Dec 2024 snu-drl/hrv/applications/attend_and_excite_hrv.py e3c3bb87bbe9b4a7 ran · our draft was wrong Apache-2.0 (permissive)
AudioEditor: A Training-Free Diffusion-Based Audio Editing Framework 2024-09 (from id) nku-hlt/audioeditor/prompt2prompt/ptp_utils.py e3c3bb87bbe9b4a7 ran · our draft was wrong no licence file found · pointer only
Where's Waldo: Diffusion Features for Personalized Segmentation and Retrieval 28 May 2024 dvirsamuel/PDM/ptp_utils.py e3c3bb87bbe9b4a7 ran · our draft was wrong no licence file found · pointer only
PairAug: What Can Augmented Image-Text Pairs Do for Radiology? 7 Apr 2024 YtongXie/PairAug/utils/ptp_utils.py e3c3bb87bbe9b4a7 ran · our draft was wrong no licence file found · pointer only
RealCompo: Balancing Realism and Compositionality Improves Text-to-Image Diffusion Models 20 Feb 2024 yangling0818/realcompo/keypoint_model/attention.py e3c3bb87bbe9b4a7 ran · our draft was wrong no licence file found · pointer only
UnlearnCanvas: Stylized Image Dataset for Enhanced Machine Unlearning Evaluation in Diffusion Models 19 Feb 2024 sen-mao/SuppressEOT/utils/ptp_utils.py e3c3bb87bbe9b4a7 ran · our draft was wrong no licence file found · pointer only
Lightning-Fast Image Inversion and Editing for Text-to-Image Diffusion Models 19 Dec 2023 dvirsamuel/FPI/p2p/ptp_utils.py e3c3bb87bbe9b4a7 ran · our draft was wrong no licence file found · pointer only
Lightning-Fast Image Inversion and Editing for Text-to-Image Diffusion Models 19 Dec 2023 dvirsamuel/FPI/p2p/p2p_functions.py c8788607f6d861f4 ran no licence file found · pointer only
Brush Your Text: Synthesize Any Scene Text on Images via Diffusion Model 19 Dec 2023 ecnuljzhang/brush-your-text/models/attention_utils.py e3c3bb87bbe9b4a7 ran · our draft was wrong no licence file found · pointer only
$Z^*$: Zero-shot Style Transfer via Attention Rearrangement 25 Nov 2023 HolmesShuan/Zero-shot-Style-Transfer-via-Attention-Rearrangement/ptp_utils.py e3c3bb87bbe9b4a7 ran · our draft was wrong Apache-2.0 (permissive)
InstaStyle: Inversion Noise of a Stylized Image is Secretly a Style Adviser 25 Nov 2023 cuixing100876/instastyle/inference.py 5a4feaac0910b650 ran · our draft was wrong no licence file found · pointer only
Free-Bloom: Zero-Shot Text-to-Video Generator with LLM Director and LDM Animator 25 Sep 2023 soolab/free-bloom/freebloom/prompt_attention/ptp_utils.py e3c3bb87bbe9b4a7 ran · our draft was wrong Apache-2.0 (permissive)
MosaicFusion: Diffusion Models as Data Augmenters for Large Vocabulary Instance Segmentation 22 Sep 2023 jiahao000/mosaicfusion/mosaicfusion/utils.py 9760d444d9e268d6 unverified licence not identified · pointer only
DatasetDM: Synthesizing Data with Perception Annotations Using Diffusion Models 11 Aug 2023 showlab/datasetdm/ptp_utils.py e3c3bb87bbe9b4a7 ran · our draft was wrong no licence file found · pointer only
LANCE: Stress-testing Visual Models by Generating Language-guided Counterfactual Images 30 May 2023 virajprabhu/lance/lance/utils/ptp_utils.py e3c3bb87bbe9b4a7 ran · our draft was wrong Apache-2.0 (permissive)
Unsupervised Semantic Correspondence Using Stable Diffusion 24 May 2023 ubc-vision/LDM_correspondences/utils/ptp_utils.py e3c3bb87bbe9b4a7 ran · our draft was wrong Apache-2.0 (permissive)
Hyperprior Induced Unsupervised Disentanglement of Latent Representations 12 Sep 2018 crslab/correlated-ellipses/synthetic.py 088915d989f9d403 unverified MIT (permissive)
arXiv:aaai_28210 AnonymousPony/adap-edit/ptp_utils.py e3c3bb87bbe9b4a7 ran · our draft was wrong Apache-2.0 (permissive)
arXiv:Guo_Smooth_Diffusion_Crafting_Smooth_Latent_Spaces_in_Diffusion_Models_CVPR_2024_paper SHI-Labs/Smooth-Diffusion/nulltxtinv_wrapper.py fbb1696090cf16e4 unverified 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".

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