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ResNetBackbone

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

ResNetBackbone appears in the code Syntology harvested for 10 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 6 of the papers; 5 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 ResNetBackbone 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 10 distinct code bodies named ResNetBackbone; 4 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
4unverified
5fingerprinted

Licence is a property of each copy, so it is counted per place: 3 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

10 papers shown of 10, 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, and the graph's for 2 papers added by Syntology. 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
Stylistic-STORM (ST-STORM) : Perceiving the Semantic Nature of Appearance added by Syntology 2026-04 (from id) Hamedkiri/RT-STORM-V2/models/semantic_moco_jepa.py 8109216719701d7e ran fingerprinted no licence file found · pointer only
GMM-COMET: Continual Source-Free Universal Domain Adaptation via a Mean Teacher and Gaussian Mixture Model-Based Pseudo-Labeling added by Syntology 2026-01 (from id) pascalschlachter/GMM-COMET/adaptation.py fc32f0ba2d6817cf unverified no licence file found · pointer only
MARS: Multimodal Active Robotic Sensing for Articulated Characterization 1 Jul 2024 robhlzeng/MARS/mars/models/mffp.py d452cf2b41931a14 ran fingerprinted MIT (permissive)
Defense Against Adversarial Attacks on No-Reference Image Quality Models with Gradient Norm Regularization 18 Mar 2024 YangiD/DefenseIQA-NT/models.py 2e47b434b1d40b5c ran · metamorphic tier: deterministic MIT (permissive)
Unsupervised Salient Object Detection with Spectral Cluster Voting 23 Mar 2022 noelshin/selfmask/networks/resnet_backbone.py 66e194b18f29f1f2 unverified MIT (permissive)
Content-Variant Reference Image Quality Assessment via Knowledge Distillation 26 Feb 2022 guanghaoyin/CVRKD-IQA/models/DistillationIQA.py ca90470574cf580c ran · metamorphic tier: deterministic fingerprinted MIT (permissive)
MonteFloor: Extending MCTS for Reconstructing Accurate Large-Scale Floor Plans 20 Mar 2021 woodfrog/poly-diffuse/src/models/polygon_models/polygon_net.py d2623059d3fe0e35 unverified GPL-3.0 (copyleft) · pointer only
Barlow Twins: Self-Supervised Learning via Redundancy Reduction 4 Mar 2021 Pangoraw/GeoSSL/geossl/barlowtwins.py d3607edd155cc1dc ran fingerprinted MIT (permissive)
A Simple Framework for Contrastive Learning of Visual Representations 13 Feb 2020 Pangoraw/GeoSSL/geossl/simclr.py 7339ae06662b97a5 ran fingerprinted MIT (permissive)
Encoder-Decoder with Atrous Separable Convolution for Semantic Image Segmentation 7 Feb 2018 Vujas-Eteph/CiVOS/RiTM/isegm/model/modeling/deeplab_v3.py fabf7df16100c5bc unverified BSD-3-Clause (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