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retrieve_latents

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

retrieve_latents appears in the code Syntology harvested for 23 papers, as 9 distinct code bodies found in 25 places (a place is one code body under one paper). At least one of them ran in 1 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 retrieve_latents 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 1 of the 9 distinct code bodies named retrieve_latents; 8 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
1ran
8unverified
0fingerprinted

Licence is a property of each copy, so it is counted per place: 8 of the 25 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; 25 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 6 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
Dotting the Eye: An Intent-Driven Image Retouching Agent for Visual Focus Enhancement added by Syntology 2026-09 (from id) DragonisCV/EyeControl/src/pipelines/training_pipeline.py 98bcd15cf273e3b4 unverified no licence file found · pointer only
RoamScene3D: Immersive Text-to-3D Scene Generation via Adaptive Object-aware Roaming added by Syntology 2026-01 (from id) JS-CHU/RoamScene3D/src/pipeline_flux_fill.py 98bcd15cf273e3b4 unverified no licence file found · pointer only
UPLiFT: Efficient Pixel-Dense Feature Upsampling with Local Attenders added by Syntology 2026-01 (from id) mwalmer-umd/UPLiFT/uplift/extractors/diff_extractor.py b339c0edb12b3f1f unverified MIT (permissive)
ReCon: Region-Controllable Data Augmentation with Rectification and Alignment for Object Detection added by Syntology 2025-10 (from id) haoweiz23/ReCon/pipelines/pipeline_controlnet_recon.py 8262566e1ed7239a unverified no licence file found · pointer only
GSFixer: Improving 3D Gaussian Splatting with Reference-Guided Video Diffusion Priors added by Syntology 13 Aug 2025 GVCLab/GSFixer/Reconstruction/gsfixer/cogvideo/pipeline_cogvideox_video2video_control.py 8262566e1ed7239a unverified no licence file found · pointer only
InstantEdit: Text-Guided Few-Step Image Editing with Piecewise Rectified Flow added by Syntology 2025-08 (from id) Supercomputing-System-AI-Lab/InstantEdit/src/sd_inversion_pipeline.py d71bb2e5331b74e2 unverified no licence file found · pointer only
arXiv:2507.15249 2025-07 (from id) Monalissaa/FreeCus/flux_utils.py 3abab93a0f26a1c9 unverified MIT (permissive)
arXiv:2507.10225 2025-07 (from id) Jarvisgivemeasuit/SynOOD/diffusion_inpainting_pipeline.py 98bcd15cf273e3b4 unverified Apache-2.0 (permissive)
EEdit: Rethinking the Spatial and Temporal Redundancy for Efficient Image Editing 13 Mar 2025 yuriyanzexuan/eedit/MyCodes/MyFluxCompositionPipeline.py 98bcd15cf273e3b4 unverified MIT (permissive)
EEdit: Rethinking the Spatial and Temporal Redundancy for Efficient Image Editing 13 Mar 2025 yuriyanzexuan/eedit/MyCodes/MyFluxDragEditPipeline.py 259c256f3912d8ec unverified MIT (permissive)
Light-A-Video: Training-free Video Relighting via Progressive Light Fusion 12 Feb 2025 bcmi/Light-A-Video/src/ic_light_pipe.py 98bcd15cf273e3b4 unverified Apache-2.0 (permissive)
CLEAR: Conv-Like Linearization Revs Pre-Trained Diffusion Transformers Up 20 Dec 2024 huage001/clear/pipeline_flux_img2img.py 98bcd15cf273e3b4 unverified Apache-2.0 (permissive)
Sound2Vision: Generating Diverse Visuals from Audio through Cross-Modal Latent Alignment 9 Dec 2024 postech-ami/Sound2Scene/src/diffusers/pipelines/stable_diffusion/pipeline_stable_unclip_img2img_sound2scene.py 98bcd15cf273e3b4 unverified MIT (permissive)
MV-Adapter: Multi-view Consistent Image Generation Made Easy 4 Dec 2024 huanngzh/MV-Adapter/mvadapter/pipelines/pipeline_mvadapter_i2mv_sdxl.py 8262566e1ed7239a unverified Apache-2.0 (permissive)
MV-Adapter: Multi-view Consistent Image Generation Made Easy 4 Dec 2024 huanngzh/MV-Adapter/mvadapter/pipelines/pipeline_mvadapter_i2mv_sd.py 98bcd15cf273e3b4 unverified Apache-2.0 (permissive)
One Diffusion to Generate Them All 25 Nov 2024 lehduong/onediffusion/onediffusion/diffusion/pipelines/onediffusion.py face06fc05f7e12b unverified licence not identified · pointer only
Tora: Trajectory-oriented Diffusion Transformer for Video Generation 31 Jul 2024 alibaba/Tora/diffusers-version/tora/i2v_pipeline.py 8262566e1ed7239a unverified Apache-2.0 (permissive)
InstantStyle-Plus: Style Transfer with Content-Preserving in Text-to-Image Generation 30 Jun 2024 instantx-research/instantstyle-plus/pipeline_controlnet_sd_xl_img2img.py 8262566e1ed7239a unverified no licence file found · pointer only
Zero-shot Image Editing with Reference Imitation 11 Jun 2024 ali-vilab/MimicBrush/models/pipeline_mimicbrush.py b1c3f0a29f2e6e9d unverified Apache-2.0 (permissive)
LightningDrag: Lightning Fast and Accurate Drag-based Image Editing Emerging from Videos 22 May 2024 magic-research/lightningdrag/pipeline/lightningdrag_pipeline.py d71bb2e5331b74e2 unverified Apache-2.0 (permissive)
Reconstructing the Image Stitching Pipeline: Integrating Fusion and Rectangling into a Unified Inpainting Model 23 Apr 2024 yayoyo66/srstitcher/pipes/diff_pipe_control.py 8262566e1ed7239a unverified MIT (permissive)
SafeGen: Mitigating Sexually Explicit Content Generation in Text-to-Image Models 10 Apr 2024 letterligo/text-agnostic-governance/src/diffusers/pipelines/text_to_video_synthesis/pipeline_text_to_video_synth_img2img.py 98bcd15cf273e3b4 unverified Apache-2.0 (permissive)
StreamingT2V: Consistent, Dynamic, and Extendable Long Video Generation from Text 21 Mar 2024 picsart-ai-research/streamingt2v/code/i2v_enhance/pipeline_i2vgen_xl.py 55e0040242e9c1c7 ran no licence file found · pointer only
InstantID: Zero-shot Identity-Preserving Generation in Seconds 15 Jan 2024 TheDenk/InstantID-Visual-Prompt/pipeline_stable_diffusion_xl_instantid_img2img.py 8262566e1ed7239a unverified Apache-2.0 (permissive)
arXiv:openreview_YKamMflrv7 G-U-N/UniRL/unimodel/qwenkontext/fluxkontext_pipeline.py 98bcd15cf273e3b4 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".

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