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Embedder

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

Embedder appears in the code Syntology harvested for 18 papers, as 18 distinct code bodies found in 18 places (a place is one code body under one paper). At least one of them ran in 15 of the papers; 5 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 Embedder 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 15 of the 18 distinct code bodies named Embedder; 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
15ran
3unverified
5fingerprinted

Licence is a property of each copy, so it is counted per place: 10 of the 18 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; 18 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
RoMeRL: Balancing Feedback Coverage and the Memory-Reward Trap in Self-Evolving Agent Memory via Reduced-Order Utility States added by Syntology 2026-08 (from id) YOUNG-fnxm/RoMeRL/romerl/task_slot.py 88faef11ed4ee679 unverified MIT (permissive)
METRO: Towards Strategy Induction from Expert Dialogue Transcripts for Non-collaborative Dialogues added by Syntology 2026-04 (from id) Humphrey-0125/METRO/src/runtime/metro_p4g.py 82b6177a7c5ecbf7 ran no licence file found · pointer only
DTGBrepGen: A Novel B-rep Generative Model through Decoupling Topology and Geometry 17 Mar 2025 jinli99/DTGBrepGen/model.py 5e14520196637973 ran · metamorphic tier: deterministic no licence file found · pointer only
Watermark Anything with Localized Messages 11 Nov 2024 facebookresearch/watermark-anything/watermark_anything/models/wam.py 219f742447bb98ef unverified MIT (permissive)
SplatFields: Neural Gaussian Splats for Sparse 3D and 4D Reconstruction 17 Sep 2024 markomih/splatfields/scene/deform_model.py e61cc7bddc7d86e5 ran no licence file found · pointer only
CoherentGS: Sparse Novel View Synthesis with Coherent 3D Gaussians 28 Mar 2024 avinashpaliwal/coherentgs/scene/gaussian_model.py 9df2407dd5c165a9 ran licence not identified · pointer only
Speech2Lip: High-fidelity Speech to Lip Generation by Learning from a Short Video 9 Sep 2023 CVMI-Lab/Speech2Lip/src/face_simple/models/tf_nerf.py db678981cfa67937 ran fingerprinted no licence file found · pointer only
InsertNeRF: Instilling Generalizability into NeRF with HyperNet Modules 26 Aug 2023 bbbbby-99/insertnerf/network/ibrnet.py 7a2d10dd0059dafb ran · metamorphic tier: invariant fingerprinted GPL-3.0 (copyleft) · pointer only
Learning a More Continuous Zero Level Set in Unsigned Distance Fields through Level Set Projection 22 Aug 2023 junshengzhou/LevelSetUDF/models/fields.py 0e3f22da22264bde ran MIT (permissive)
UNREAL:Unlabeled Nodes Retrieval and Labeling for Heavily-imbalanced Node Classification 18 Mar 2023 yanliang3612/UNREAL/models/Summer.py 68c3a90607b726f4 unverified MIT (permissive)
Transformers are Sample-Efficient World Models 1 Sep 2022 eloialonso/iris/src/models/world_model.py 2def3130991aaf3c ran · metamorphic tier: deterministic GPL-3.0 (copyleft) · pointer only
Is Attention All That NeRF Needs? 27 Jul 2022 vita-group/gnt/gnt/transformer_network.py 274e943335de6884 ran · metamorphic tier: deterministic fingerprinted MIT (permissive)
Unifying Event Detection and Captioning as Sequence Generation via Pre-Training 18 Jul 2022 QiQAng/UEDVC/modules/transformer.py b3dcd70203b0bd3e ran no licence file found · pointer only
Learning Iterative Reasoning through Energy Minimization 30 Jun 2022 yilundu/irem_code_release/models.py c3a78b27f549248b ran MIT (permissive)
HF-NeuS: Improved Surface Reconstruction Using High-Frequency Details 15 Jun 2022 yiqun-wang/hfs/models/fields_high.py 2a2978806df71fa8 ran MIT (permissive)
Unified Implicit Neural Stylization 5 Apr 2022 vita-group/ins/models/nerf_mlp.py 2d6cbe10a4e1ab05 ran · metamorphic tier: deterministic fingerprinted no licence file found · pointer only
NeuMan: Neural Human Radiance Field from a Single Video 23 Mar 2022 apple/ml-neuman/models/human_nerf.py 6f88c8aaafdd3e04 ran fingerprinted licence not identified · pointer only
UNISURF: Unifying Neural Implicit Surfaces and Radiance Fields for Multi-View Reconstruction 20 Apr 2021 ventusff/neurecon/models/frameworks/unisurf.py 5ff7d0b0a8831972 ran 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