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load_cfg_from_cfg_file

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

load_cfg_from_cfg_file appears in the code Syntology harvested for 24 papers, as 4 distinct code bodies found in 24 places (a place is one code body under one paper). At least one of them ran in 1 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 load_cfg_from_cfg_file 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 1 of the 4 distinct code bodies named load_cfg_from_cfg_file; 3 are unverified. One tile per status, in the site's fixed vocabulary, each code body counted once:

0ran · honoured contract
0ran · violated contract
1ran · our draft was wrong
0ran · fixture could not drive it
0ran
3unverified
0fingerprinted

Licence is a property of each copy, so it is counted per place: 7 of the 24 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

24 papers shown of 24, newest first; 24 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; 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
Cost-efficient Active Learning for Referring Image Segmentation and Grounding added by Syntology 2026-08 (from id) junbum766/ALRIS/utils/config.py cc23416cff396c39 unverified no licence file found · pointer only
Uncertainty-Aware Vision-Language Segmentation for Medical Imaging added by Syntology 2026-02 (from id) arya-domain/UA-VLS/utils/config.py cc23416cff396c39 unverified no licence file found · pointer only
arXiv:2507.12001 2025-07 (from id) wslh852/AUBlendNet/base/config.py 277a13798d6d6981 unverified MIT (permissive)
Densely Connected Parameter-Efficient Tuning for Referring Image Segmentation 15 Jan 2025 jiaqihuang01/detris/utils/config.py cc23416cff396c39 unverified MIT (permissive)
SFPNet: Sparse Focal Point Network for Semantic Segmentation on General LiDAR Point Clouds 16 Jul 2024 Cavendish518/SFPNet/util/config.py 277a13798d6d6981 unverified no licence file found · pointer only
Eliminating Feature Ambiguity for Few-Shot Segmentation 13 Jul 2024 sam1224/aenet/HDMNet/util/config.py 277a13798d6d6981 unverified no licence file found · pointer only
Rethinking Few-shot 3D Point Cloud Semantic Segmentation 1 Mar 2024 ZhaochongAn/COSeg/util/config.py 277a13798d6d6981 unverified no licence file found · pointer only
Universal Segmentation at Arbitrary Granularity with Language Instruction 4 Dec 2023 workforai/UniLSeg/utils/config.py cc23416cff396c39 unverified MIT (permissive)
Focus on Query: Adversarial Mining Transformer for Few-Shot Segmentation 29 Nov 2023 Wyxdm/AMNet/util/config.py 277a13798d6d6981 unverified no licence file found · pointer only
Bridging Vision and Language Encoders: Parameter-Efficient Tuning for Referring Image Segmentation 21 Jul 2023 kkakkkka/etris/utils/config.py cc23416cff396c39 unverified MIT (permissive)
Collect-and-Distribute Transformer for 3D Point Cloud Analysis 2 Jun 2023 haibo-qiu/cdformer/util/config.py 2b4c4dece8574cb3 unverified MIT (permissive)
Spherical Transformer for LiDAR-based 3D Recognition 22 Mar 2023 dvlab-research/sphereformer/util/config.py 277a13798d6d6981 unverified Apache-2.0 (permissive)
CosPGD: an efficient white-box adversarial attack for pixel-wise prediction tasks 4 Feb 2023 shashankskagnihotri/adv-corrected-ddcat-cospgd/util/config.py 67c032a7db4c3f43 ran · our draft was wrong no licence file found · pointer only
CodeTalker: Speech-Driven 3D Facial Animation with Discrete Motion Prior 6 Jan 2023 Doubiiu/CodeTalker/base/config.py 277a13798d6d6981 unverified MIT (permissive)
PointCaM: Cut-and-Mix for Open-Set Point Cloud Learning 5 Dec 2022 shiqiu0419/pointcam/Point-Transformer-pointcam-online/util/config.py 277a13798d6d6981 unverified MIT (permissive)
Intermediate Prototype Mining Transformer for Few-Shot Semantic Segmentation 13 Oct 2022 LIUYUANWEI98/IPMT/util/config.py 277a13798d6d6981 unverified MIT (permissive)
P2P: Tuning Pre-trained Image Models for Point Cloud Analysis with Point-to-Pixel Prompting 4 Aug 2022 wangzy22/P2P/util/config.py 277a13798d6d6981 unverified MIT (permissive)
Stratified Transformer for 3D Point Cloud Segmentation 28 Mar 2022 dvlab-research/stratified-transformer/util/config.py 277a13798d6d6981 unverified MIT (permissive)
Learning What Not to Segment: A New Perspective on Few-Shot Segmentation 15 Mar 2022 chunbolang/BAM/util/config.py 277a13798d6d6981 unverified MIT (permissive)
CRIS: CLIP-Driven Referring Image Segmentation 30 Nov 2021 DerrickWang005/CRIS.pytorch/utils/config.py cc23416cff396c39 unverified MIT (permissive)
Few-Shot Segmentation with Global and Local Contrastive Learning 11 Aug 2021 liuweide01/GQNet-Few-shot-segmentation/util/config.py 277a13798d6d6981 unverified MIT (permissive)
Strip Pooling: Rethinking Spatial Pooling for Scene Parsing 30 Mar 2020 Andrew-Qibin/SPNet/util/config.py 277a13798d6d6981 unverified MIT (permissive)
arXiv:Chen_LargeKernel3D_Scaling_Up_Kernels_in_3D_Sparse_CNNs_CVPR_2023_paper dvlab-research/LargeKernel3D/semantic-segmentation/util/config.py 277a13798d6d6981 unverified Apache-2.0 (permissive)
arXiv:Chen_DViN_Dynamic_Visual_Routing_Network_for_Weakly_Supervised_Referring_Expression_CVPR_2025_paper XxFChen/DViN/utils/config.py cc23416cff396c39 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".

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