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LinearBlock

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

LinearBlock appears in the code Syntology harvested for 8 papers, as 9 distinct code bodies found in 9 places (a place is one code body under one paper). At least one of them ran in 5 of the papers; 3 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 LinearBlock 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 6 of the 9 distinct code bodies named LinearBlock; 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
6ran
3unverified
3fingerprinted

Licence is a property of each copy, so it is counted per place: 2 of the 9 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

8 papers shown of 8, newest first; 9 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; 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
arXiv:2506.13064 2025-06 (from id) KaiTang-eng/CoIFNet/model/CoIFNet.py 0e4bb7820385f852 ran · metamorphic tier: deterministic MIT (permissive)
G$^{2}$SF-MIAD: Geometry-Guided Score Fusion for Multimodal Industrial Anomaly Detection 13 Mar 2025 ctaoaa/G2SF/G2SF_GITHUB/Fusion/fusion_engine_v2.py 49e18d07c7924b81 unverified MIT (permissive)
Multi-scale Dynamic and Hierarchical Relationship Modeling for Facial Action Units Recognition 9 Apr 2024 CVI-SZU/MDHR/model/model_BP4D.py c315197e49c553ef ran · metamorphic tier: invariant MIT (permissive)
Tangent Transformers for Composition, Privacy and Removal 16 Jul 2023 tianyu139/tangent-model-composition/models/linear_attention_layers.py 74db42c33268e884 unverified MIT (permissive)
Fascinating Supervisory Signals and Where to Find Them: Deep Anomaly Detection with Scale Learning 25 May 2023 xuhongzuo/scale-learning/algorithms/slad.py 83c96bc91ba0d0c2 ran · metamorphic tier: deterministic fingerprinted MIT (permissive)
Fascinating Supervisory Signals and Where to Find Them: Deep Anomaly Detection with Scale Learning 25 May 2023 xuhongzuo/DeepOD/deepod/models/tabular/slad.py 9ef15d66df3e979e ran · metamorphic tier: invariant fingerprinted BSD-2-Clause (permissive)
Unpaired Image Translation via Vector Symbolic Architectures 6 Sep 2022 facebookresearch/vsait/models/iit.py 719f0d505e7f2c91 ran fingerprinted licence not identified · pointer only
Learning Multi-dimensional Edge Feature-based AU Relation Graph for Facial Action Unit Recognition 2 May 2022 tomas-gajarsky/facetorch/model_defs/au_model.py 12681ff944eff063 ran Apache-2.0 (permissive)
Cross-Modality Paired-Images Generation for RGB-Infrared Person Re-Identification 10 Feb 2020 wangguanan/JSIA-ReID/core/networks.py d02575a245bfcefa unverified no licence file found · pointer only

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