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text_under_image

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

text_under_image appears in the code Syntology harvested for 27 papers, as 14 distinct code bodies found in 27 places (a place is one code body under one paper). At least one of them ran in 21 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 text_under_image 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 11 of the 14 distinct code bodies named text_under_image; 3 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
11ran
3unverified
0fingerprinted

Licence is a property of each copy, so it is counted per place: 16 of the 27 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

27 papers shown of 27, newest first; 27 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 1 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
Steer Away From Mode Collisions: Improving Composition In Diffusion Models added by Syntology 2025-09 (from id) debottam-dutta7/co3/composers/utils/ptp_utils.py 42f35256bd885673 unverified no licence file found · pointer only
PostEdit: Posterior Sampling for Efficient Zero-Shot Image Editing 7 Oct 2024 TFNTF/PostEdit/ptp_utils.py 85d5eb123674597d ran no licence file found · pointer only
Magnet: We Never Know How Text-to-Image Diffusion Models Work, Until We Learn How Vision-Language Models Function 30 Sep 2024 I2-Multimedia-Lab/Magnet/utils/ptp_utils.py d9c8674eef29679e ran no licence file found · pointer only
AudioEditor: A Training-Free Diffusion-Based Audio Editing Framework 2024-09 (from id) nku-hlt/audioeditor/prompt2prompt/ptp_utils.py ef08b7ba80d0df19 ran licence not identified · pointer only
ColorPeel: Color Prompt Learning with Diffusion Models via Color and Shape Disentanglement 9 Jul 2024 moatifbutt/color-peel/src/train/train_colorpeel.py 1e8c10ff412d6286 ran no licence file found · pointer only
Where's Waldo: Diffusion Features for Personalized Segmentation and Retrieval 28 May 2024 dvirsamuel/PDM/ptp_utils.py 957a22837d69c59e ran 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 85d5eb123674597d ran no licence file found · pointer only
Attention Calibration for Disentangled Text-to-Image Personalization 27 Mar 2024 monalissaa/disendiff/sample.py 3ac63e51754d948b ran MIT (permissive)
Be Yourself: Bounded Attention for Multi-Subject Text-to-Image Generation 25 Mar 2024 omer11a/bounded-attention/utils.py 12d5ac647acea4fc unverified MIT (permissive)
Tuning-Free Image Customization with Image and Text Guidance 19 Mar 2024 zrealli/TIGIC/ptp_scripts/ptp_utils_ori.py 85d5eb123674597d ran MIT (permissive)
LoRA-Composer: Leveraging Low-Rank Adaptation for Multi-Concept Customization in Training-Free Diffusion Models 18 Mar 2024 young98cn/lora_composer/region_lora/utils/attn_util.py cbb03c8ff754e2d0 ran licence not identified · pointer only
PrimeComposer: Faster Progressively Combined Diffusion for Image Composition with Attention Steering 8 Mar 2024 codegoat24/primecomposer/ptp_scripts/ptp_utils.py 85d5eb123674597d ran 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 fa11e1f8bcafb6d1 ran 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 85d5eb123674597d ran 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 cadccc5f1e1e3a53 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 85d5eb123674597d ran 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 85d5eb123674597d ran Apache-2.0 (permissive)
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 45af788f85d9d0c3 ran Apache-2.0 (permissive)
DatasetDM: Synthesizing Data with Perception Annotations Using Diffusion Models 11 Aug 2023 showlab/datasetdm/ptp_utils.py 2f61baa7d4185642 ran no licence file found · pointer only
General Image-to-Image Translation with One-Shot Image Guidance 20 Jul 2023 crystalneuro/visual-concept-translator/ptp_utils.py 85d5eb123674597d ran Apache-2.0 (permissive)
TF-ICON: Diffusion-Based Training-Free Cross-Domain Image Composition 24 Jul 2023 Shilin-LU/TF-ICON/ptp_scripts/ptp_utils.py 85d5eb123674597d ran MIT (permissive)
Divide & Bind Your Attention for Improved Generative Semantic Nursing 20 Jul 2023 boschresearch/Divide-and-Bind/utils/ptp_utils.py 42f35256bd885673 unverified AGPL-3.0 (copyleft) · pointer only
BoxDiff: Text-to-Image Synthesis with Training-Free Box-Constrained Diffusion 20 Jul 2023 showlab/boxdiff/utils/ptp_utils.py 42f35256bd885673 unverified no licence file found · pointer only
Break-A-Scene: Extracting Multiple Concepts from a Single Image 25 May 2023 google/break-a-scene/ptp_utils.py cbb03c8ff754e2d0 ran Apache-2.0 (permissive)
Compositional Text-to-Image Synthesis with Attention Map Control of Diffusion Models 23 May 2023 OPPO-Mente-Lab/attention-mask-control/p2p.py 75f3f5c72eded945 unverified MIT (permissive)
Attend-and-Excite: Attention-Based Semantic Guidance for Text-to-Image Diffusion Models 31 Jan 2023 AttendAndExcite/Attend-and-Excite/utils/ptp_utils.py 42f35256bd885673 unverified MIT (permissive)
arXiv:aaai_28210 AnonymousPony/adap-edit/ptp_utils.py 85d5eb123674597d ran 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