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init_args

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

init_args appears in the code Syntology harvested for 12 papers, as 12 distinct code bodies found in 13 places (a place is one code body under one paper). At least one of them ran in 4 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 init_args 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 4 of the 12 distinct code bodies named init_args; 8 are unverified. One tile per status, in the site's fixed vocabulary, each code body counted once:

0ran · honoured contract
0ran · violated contract
2ran · our draft was wrong
0ran · fixture could not drive it
2ran
8unverified
0fingerprinted

Licence is a property of each copy, so it is counted per place: 2 of the 13 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

12 papers shown of 12, newest first; 13 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; 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
BatchNorm-based Weakly Supervised Video Anomaly Detection 26 Nov 2023 cool-xuan/bn-wvad/options.py d2b0087c5483781c ran no licence file found · pointer only
Multimodal Motion Conditioned Diffusion Model for Skeleton-based Video Anomaly Detection 14 Jul 2023 aleflabo/MoCoDAD/utils/argparser.py 2e4def30e7a3be32 ran MIT (permissive)
Sound Localization from Motion: Jointly Learning Sound Direction and Camera Rotation 20 Mar 2023 IFICL/SLfM/slfm/config/config.py e895d03c674bf8a1 unverified MIT (permissive)
Sound Localization by Self-Supervised Time Delay Estimation 26 Apr 2022 IFICL/stereocrw/config/config.py 30a8feb0ae31dd2f unverified MIT (permissive)
Restormer: Efficient Transformer for High-Resolution Image Restoration 18 Nov 2021 leftthomas/restormer/utils.py 4ea9fc528e09fe19 ran · our draft was wrong no licence file found · pointer only
Structure from Silence: Learning Scene Structure from Ambient Sound 10 Nov 2021 IFICL/structure-from-silence/config/config.py c8910375c5255abf unverified MIT (permissive)
Is Someone Speaking? Exploring Long-term Temporal Features for Audio-visual Active Speaker Detection 14 Jul 2021 TaoRuijie/TalkNet_ASD/utils/tools.py 2699b09938d17ce7 unverified MIT (permissive)
ECAPA-TDNN: Emphasized Channel Attention, Propagation and Aggregation in TDNN Based Speaker Verification 2020-05 (from id) PunkMale/ECAPA-TDNN-CNCeleb/tools.py fcc13d262968ef5f unverified Apache-2.0 (permissive)
ECAPA-TDNN: Emphasized Channel Attention, Propagation and Aggregation in TDNN Based Speaker Verification 2020-05 (from id) taoruijie/ecapa-tdnn/tools.py 9f9dfffa0e162e11 unverified MIT (permissive)
Domain Adaptation for Semantic Segmentation with Maximum Squares Loss 30 Sep 2019 ZJULearning/MaxSquareLoss/tools/train_source.py f8e89cf9ab44d57c ran · our draft was wrong MIT (permissive)
arXiv:aaai_6793 Pilhyeon/BaSNet-pytorch/options.py 0e6118fe56644429 unverified MIT (permissive)
arXiv:aaai_28539 pipixin321/HR-Pro/options.py 6e3cf888165cd63b unverified MIT (permissive)
arXiv:aaai_16280 Pilhyeon/WTAL-Uncertainty-Modeling/options.py 0e6118fe56644429 unverified 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