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add_diffusion_noise

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

add_diffusion_noise appears in the code Syntology harvested for 5 papers, as 1 distinct code body found in 5 places (a place is one code body under one paper). At least one of them ran in 0 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 add_diffusion_noise 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 0 of the 1 distinct code body named add_diffusion_noise; 1 is 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
0ran
1unverified
0fingerprinted

Licence is a property of each copy, so it is counted per place: 1 of the 5 places is 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

5 papers shown of 5, newest first; 5 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
Re-Align: Aligning Vision Language Models via Retrieval-Augmented Direct Preference Optimization 18 Feb 2025 taco-group/re-align/train_rdpo.py fe66de066c32d0fc unverified Apache-2.0 (permissive)
From Uncertainty to Trust: Enhancing Reliability in Vision-Language Models with Uncertainty-Guided Dropout Decoding 9 Dec 2024 kigb/DropoutDecoding/models/VCD/vcd_add_noise.py fe66de066c32d0fc unverified no licence file found · pointer only
Mitigating Hallucinations in Large Vision-Language Models with Instruction Contrastive Decoding 27 Mar 2024 p1k0pan/ICD/icd_utils/vcd_add_noise.py fe66de066c32d0fc unverified Apache-2.0 (permissive)
Mitigating Object Hallucinations in Large Vision-Language Models through Visual Contrastive Decoding 28 Nov 2023 damo-nlp-sg/vcd/vcd_utils/vcd_add_noise.py fe66de066c32d0fc unverified Apache-2.0 (permissive)
arXiv:Yang_Nullu_Mitigating_Object_Hallucinations_in_Large_Vision-Language_Models_via_HalluSpace_CVPR_2025_paper Ziwei-Zheng/Nullu/model/LLaVA.py fe66de066c32d0fc 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".

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