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BaseNet

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

BaseNet appears in the code Syntology harvested for 14 papers, as 14 distinct code bodies found in 14 places (a place is one code body under one paper). At least one of them ran in 4 of the papers; 2 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 BaseNet 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 14 distinct code bodies named BaseNet; 10 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
4ran
10unverified
2fingerprinted

Licence is a property of each copy, so it is counted per place: 8 of the 14 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

14 papers shown of 14, newest first; 14 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
One Adapter for All: Towards Unified Representation in Step-Imbalanced Class-Incremental Learning added by Syntology 2026-03 (from id) xiaoyanzhang1/One-A/models/onea.py 0170f8faf03e95d2 unverified MIT (permissive)
Advancing Analytic Class-Incremental Learning through Vision-Language Calibration added by Syntology 2026-02 (from id) byzhaoAI/VILA/utils/VILA.py e0b2d99994363c00 unverified MIT (permissive)
Order-Robust Class Incremental Learning: Graph-Driven Dynamic Similarity Grouping 27 Feb 2025 AIGNLAI/GDDSG/GDDSG.py 2cabd1fb18e7bafc unverified no licence file found · pointer only
LoRanPAC: Low-rank Random Features and Pre-trained Models for Bridging Theory and Practice in Continual Learning 1 Oct 2024 liangzu/loranpac/models/ranpac.py cbea6600f1c33154 unverified no licence file found · pointer only
Exemplar-free Continual Representation Learning via Learnable Drift Compensation 11 Jul 2024 alviur/ldc/LDC_supervised/utils/inc_net.py 90ae5395a0910645 unverified no licence file found · pointer only
Expandable Subspace Ensemble for Pre-Trained Model-Based Class-Incremental Learning 18 Mar 2024 sun-hailong/cvpr24-ease/models/ease.py 5e36479eda911749 unverified no licence file found · pointer only
Dynamic Residual Classifier for Class Incremental Learning 25 Aug 2023 chen-xw/drc-cil/models/mafdrc.py c6a1daf0e4d0a2d7 unverified no licence file found · pointer only
Multi-Task Structural Learning using Local Task Similarity induced Neuron Creation and Removal 30 Apr 2023 neurai-lab/mtsl/encoding_custom/models/mtsl.py 5e36d66e8e4c4fb9 unverified no licence file found · pointer only
Neuron Structure Modeling for Generalizable Remote Physiological Measurement 10 Mar 2023 LuPaoPao/NEST/NEST-rPPG/model.py b19af3434ffe3117 ran fingerprinted no licence file found · pointer only
Anomaly Segmentation for High-Resolution Remote Sensing Images Based on Pixel Descriptors 31 Jan 2023 Jingtao-Li-CVer/ASD/models/asd_encoder.py 3a3412caa3bad8a3 ran MIT (permissive)
ELIAS: End-to-End Learning to Index and Search in Large Output Spaces 16 Oct 2022 nilesh2797/elias/nets.py 6f7a4f3db78f6570 unverified no licence file found · pointer only
Dense Unsupervised Learning for Video Segmentation 11 Nov 2021 visinf/dense-ulearn-vos/models/net.py 095e671ad6717b22 ran · metamorphic tier: deterministic Apache-2.0 (permissive)
Self-Attentive Ensemble Transformer: Representing Ensemble Interactions in Neural Networks for Earth System Models 21 Jun 2021 tobifinn/ensemble_transformer/ens_transformer/models/transformer_net.py 24e7e6a6819ae729 unverified MIT (permissive)
Self-supervised Augmentation Consistency for Adapting Semantic Segmentation 30 Apr 2021 visinf/da-sac/models/sac.py d166a1bd9819ef4c ran fingerprinted 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