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inception_v3

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

inception_v3 appears in the code Syntology harvested for 16 papers, as 16 distinct code bodies found in 16 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 inception_v3 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 16 distinct code bodies named inception_v3; 16 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
0ran
16unverified
0fingerprinted

Licence is a property of each copy, so it is counted per place: 2 of the 16 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

16 papers shown of 16, newest first; 16 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; 2 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
Continuous Thought Machines 8 May 2025 huyvnphan/PyTorch_CIFAR10/cifar10_models/inception.py c042be3fa666e8c8 unverified MIT (permissive)
Sparse patches adversarial attacks via extrapolating point-wise information 25 Nov 2024 yanemcovsky/SparsePatches/models/imagenet/inception_v3.py 89ff72f9a51a6b5a unverified no licence file found · pointer only
ADOPT: Modified Adam Can Converge with Any $β_2$ with the Optimal Rate 5 Nov 2024 UiPath/torchvision/torchvision/models/inception.py d5f1aa4870d7ad8b unverified BSD-3-Clause (permissive)
ReNO: Enhancing One-step Text-to-Image Models through Reward-based Noise Optimization 6 Jun 2024 salesforce/DOODL/fgvc_ws_dan_helpers/inception_bap.py 281fab24f1d00b4d unverified Apache-2.0 (permissive)
UNICORN: A Unified Backdoor Trigger Inversion Framework 5 Apr 2023 ru-system-software-and-security/unicorn/models/inception.py 8291eec0040fb057 unverified MIT (permissive)
On the Eigenvalues of Global Covariance Pooling for Fine-grained Visual Recognition 26 May 2022 KingJamesSong/DifferentiableSVD/src/network/inception.py 99f547d08bd82760 unverified Apache-2.0 (permissive)
Counterfactual Attention Learning for Fine-Grained Visual Categorization and Re-identification 19 Aug 2021 raoyongming/CAL/fgvc/models/cal.py 5113305f69f8a813 unverified MIT (permissive)
Sparse and Imperceptible Adversarial Attack via a Homotopy Algorithm 10 Jun 2021 VITA-Group/SparseADV_Homotopy/inception_v3.py 46b63986b5f8e00b unverified MIT (permissive)
Learning Black-Box Attackers with Transferable Priors and Query Feedback 21 Oct 2020 TrustworthyDL/LeBA/imagenet/models/inception.py 73c651617bcab7ae unverified Apache-2.0 (permissive)
Concept Bottleneck Models 9 Jul 2020 yewsiang/ConceptBottleneck/CUB/template_model.py 3adfc15ac6dd7d81 unverified MIT (permissive)
Improving Post Training Neural Quantization: Layer-wise Calibration and Integer Programming 14 Jun 2020 itayhubara/CalibTIP/models/inception.py 7be99c438ebdedf8 unverified MIT (permissive)
Iterative Normalization: Beyond Standardization towards Efficient Whitening 6 Apr 2019 huangleiBuaa/IterNorm-pytorch/ImageNet/models/inception.py e6e670a924cca390 unverified BSD-2-Clause (permissive)
Curls & Whey: Boosting Black-Box Adversarial Attacks 2 Apr 2019 walegahaha/Curls-Whey/bmodels/inceptionv3/inceptionv3.py b6cdfb03b5c35d36 unverified Apache-2.0 (permissive)
ProxylessNAS: Direct Neural Architecture Search on Target Task and Hardware 2 Dec 2018 ZTao-z/ProxylessNAS/training/net224x224/inception.py f3b2c15698c26557 unverified Apache-2.0 (permissive)
arXiv:ijcai2025_1147 AmyRaff/concept-explanations/28-concept/models.py 0c3b3c141369c399 unverified no licence file found · pointer only
arXiv:aaai_29295 Jack24658735/FedLGT/models/backbone.py 71c146bcfec92caf unverified Apache-2.0 (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