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ConvModule

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

ConvModule appears in the code Syntology harvested for 8 papers, as 10 distinct code bodies found in 10 places (a place is one code body under one paper). At least one of them ran in 7 of the papers; 6 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 ConvModule 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 8 of the 10 distinct code bodies named ConvModule; 2 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
8ran
2unverified
6fingerprinted

Licence is a property of each copy, so it is counted per place: 6 of the 10 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; 10 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. 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
Domain Randomization-Enhanced Depth Simulation and Restoration for Perceiving and Grasping Specular and Transparent Objects 7 Aug 2022 PKU-EPIC/DREDS/CatePoseEstimation/networks/SwinDRNet.py ab5f7ef9bdeef918 ran · metamorphic tier: deterministic fingerprinted no licence file found · pointer only
Squeezeformer: An Efficient Transformer for Automatic Speech Recognition 2 Jun 2022 upskyy/Squeezeformer/squeezeformer/model.py a6e14d81239e64ad ran Apache-2.0 (permissive)
Squeezeformer: An Efficient Transformer for Automatic Speech Recognition 2 Jun 2022 kssteven418/squeezeformer/src/models/conformer_encoder.py c6e0c0f0739513ec unverified Apache-2.0 (permissive)
FocalClick: Towards Practical Interactive Image Segmentation 6 Apr 2022 XavierCHEN34/ClickSEG/isegm/model/is_hrnet_model.py 36ecf3e15546035e ran · metamorphic tier: invariant fingerprinted Apache-2.0 (permissive)
SegFormer: Simple and Efficient Design for Semantic Segmentation with Transformers 31 May 2021 IMvision12/SegFormer-tf/models/segformer.py 985e0029300d8b09 ran no licence file found · pointer only
SegFormer: Simple and Efficient Design for Semantic Segmentation with Transformers 31 May 2021 sithu31296/semantic-segmentation/semseg/models/segformer.py 8e948e9bc7b5fc17 ran fingerprinted MIT (permissive)
Lite-HRNet: A Lightweight High-Resolution Network 13 Apr 2021 viet-hoang-99/Lite_HRnet_vh/lib/models/lite_hrnet.py 7f5303fab6ab6aa5 ran fingerprinted no licence file found · pointer only
Video Instance Segmentation with a Propose-Reduce Paradigm 25 Mar 2021 dvlab-research/proposereduce/mmdet/models/prop_heads/seq_prop_head.py e6747fc7f19f1968 unverified no licence file found · pointer only
Feature Pyramid Networks for Object Detection 9 Dec 2016 JaryHuang/awesome_SSD_FPN_GIoU/model/neck/build_neck.py b05c3c290ce6a7be ran fingerprinted no licence file found · pointer only
You Only Look Once: Unified, Real-Time Object Detection 8 Jun 2015 nsoul97/yolov1_pytorch/code/model.py 2390515679b99339 ran · metamorphic tier: invariant fingerprinted 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