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Base

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

Base appears in the code Syntology harvested for 25 papers, as 25 distinct code bodies found in 25 places (a place is one code body under one paper). At least one of them ran in 18 of the papers; 1 of the code bodies carries 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 Base 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 18 of the 25 distinct code bodies named Base; 7 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
18ran
7unverified
1fingerprinted

Licence is a property of each copy, so it is counted per place: 10 of the 25 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

25 papers shown of 25, newest first; 25 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 3 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
AOEPT: Breaking the Implicit Modality-Reduction Bottleneck in Modality-Missing Prompt Tuning added by Syntology 2026-05 (from id) Jian-Lang/AOEPT/core/model/AOEPT/AOEPT_CLIP_model.py 84e2db3e4965bd1c ran · metamorphic tier: deterministic MIT (permissive)
JAL-Turn: Joint Acoustic-Linguistic Modeling for Real-Time and Robust Turn-Taking Detection in Full-Duplex Spoken Dialogue Systems added by Syntology 2026-03 (from id) inokoj/VAP-Realtime/vap_realtime/model.py 676ee8e8bc273549 ran MIT (permissive)
d2Cache: Accelerating Diffusion-Based LLMs via Dual Adaptive Caching added by Syntology 2025-09 (from id) Kamichanw/d2Cache/src/cache/d2cache.py ff931134add5074b unverified Apache-2.0 (permissive)
Continual Multimodal Contrastive Learning 19 Mar 2025 Xiaohao-Liu/CMCL/cmcl/base.py 33d64ea80691ce63 ran no licence file found · pointer only
REFINE: Inversion-Free Backdoor Defense via Model Reprogramming 22 Feb 2025 thuyimingli/backdoorbox/core/defenses/REFINE.py ec367d1aa2f8a7e3 ran GPL-2.0 (copyleft) · pointer only
Dual-Modal Prototype Joint Learning for Compositional Zero-Shot Learning 23 Jan 2025 codefish12-09/VP_CMJL/model/VP_CMJL.py 7ce46f8c714fdf4f unverified no licence file found · pointer only
IBD-PSC: Input-level Backdoor Detection via Parameter-oriented Scaling Consistency 16 May 2024 thuyimingli/backdoorbox/core/defenses/IBD_PSC.py b54ad0b1951a013f ran GPL-2.0 (copyleft) · pointer only
Machine Unlearning via Null Space Calibration 21 Apr 2024 HQC-ML/UNSC/agents/boundary_unlearning.py 69dc867f3bb650cf ran no licence file found · pointer only
MobileSpeech: A Fast and High-Fidelity Framework for Mobile Zero-Shot Text-to-Speech 14 Feb 2024 enhuiz/vall-e/vall_e/vall_e/ar.py 3c60927a0bd1494e unverified MIT (permissive)
Graph Switching Dynamical Systems 1 Jun 2023 yongtuoliu/graph-switching-dynamical-systems/Models/src/model.py c350271d4b5adb09 ran · metamorphic tier: deterministic no licence file found · pointer only
Kullback-Leibler Maillard Sampling for Multi-armed Bandits with Bounded Rewards 28 Apr 2023 MjolnirT/Kullback-Leibler-Maillard-Sampling/src/BernoulliKLMS.py c8838f6056bfe9a2 ran MIT (permissive)
Glocal Energy-based Learning for Few-Shot Open-Set Recognition 24 Apr 2023 00why00/glocal/model/models/glocal_energy.py b860f9451eeab647 unverified MIT (permissive)
Off-Policy Evaluation for Action-Dependent Non-Stationary Environments 24 Jan 2023 yashchandak/activens/Src/OPE/hybrid.py 74f7ff9e7e9a69ab ran Apache-2.0 (permissive)
ManyDG: Many-domain Generalization for Healthcare Applications 21 Jan 2023 ycq091044/manydg/model.py 18e936ebd670fd6a unverified no licence file found · pointer only
Exploration via Planning for Information about the Optimal Trajectory 6 Oct 2022 rehoss/lbmpc_semimarkov/lbmpc_semimarkov/acq/acquisition.py fa3292dc4951b1c6 ran MIT (permissive)
Fast Lossless Neural Compression with Integer-Only Discrete Flows 17 Jun 2022 thu-ml/iodf/core/models/flow.py 4088cdf57d658b64 ran · metamorphic tier: deterministic MIT (permissive)
Influencing Long-Term Behavior in Multiagent Reinforcement Learning 7 Mar 2022 dkkim93/further/algorithm/further/agent.py 992fa4129e010d32 unverified MIT (permissive)
An Experimental Design Perspective on Model-Based Reinforcement Learning 9 Dec 2021 fusion-ml/trajectory-information-rl/barl/acq/acquisition.py 63fbcedb73177f15 ran MIT (permissive)
Deep Explicit Duration Switching Models for Time Series 26 Oct 2021 abdulfatir/REDSDS/src/model.py 9d59c12ab6002ebf ran · metamorphic tier: deterministic no licence file found · pointer only
Bayesian Algorithm Execution: Estimating Computable Properties of Black-box Functions Using Mutual Information 19 Apr 2021 willieneis/bayesian-algorithm-execution/bax/acq/acquisition.py 2692eaa78d8ab634 ran no licence file found · pointer only
Space-Time Crop & Attend: Improving Cross-modal Video Representation Learning 18 Mar 2021 facebookresearch/GDT/model.py 9d7e4b24b5660ac5 ran Apache-2.0 (permissive)
Nonparametric Score Estimators 20 May 2020 miskcoo/kscore/kscore/estimators/tikhonov.py 00dada8da51d1f87 ran MIT (permissive)
Efficient Facial Feature Learning with Wide Ensemble-based Convolutional Neural Networks 17 Jan 2020 siqueira-hc/Efficient-Facial-Feature-Learning-with-Wide-Ensemble-based-Convolutional-Neural-Networks/model/ml/esr_9.py 3b26e973c996b069 ran · metamorphic tier: deterministic MIT (permissive)
Proximal Policy Optimization Algorithms 20 Jul 2017 zjlab-ammi/llm4rl/algos/ppo.py 9619638a806c794f unverified no licence file found · pointer only
Grad-CAM: Visual Explanations from Deep Networks via Gradient-based Localization 7 Oct 2016 FrancescoSaverioZuppichini/A-journey-into-Convolutional-Neural-Network-visualization-/visualisation/core/GradCam.py 099574e8240176e2 ran fingerprinted 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".

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