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kl

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

kl appears in the code Syntology harvested for 20 papers, as 14 distinct code bodies found in 20 places (a place is one code body under one paper). At least one of them ran in 17 of the papers; 8 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 kl 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 11 of the 14 distinct code bodies named kl; 3 are unverified. One tile per status, in the site's fixed vocabulary, each code body counted once:

1ran · honoured contract
1ran · violated contract
2ran · our draft was wrong
0ran · fixture could not drive it
7ran
3unverified
8fingerprinted

Licence is a property of each copy, so it is counted per place: 4 of the 20 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

20 papers shown of 20, newest first; 20 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 7 papers added by Syntology; 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
Information-Geometric Forward Policy Training in GFlowNets added by Syntology 2026-08 (from id) rodsveiga/infogeometric_gflows/gflows/utils.py 73e9084f185f41d1 ran fingerprinted no licence file found · pointer only
Toward Plasticity-Preserving KL Regularization for Capability Retention in LLM Reinforcement Learning added by Syntology 2026-08 (from id) Lumina04/CoKL/analysis_exp/condition_kl_mlp_fair_stepwise_large.py b102816daec53fbd ran fingerprinted Apache-2.0 (permissive)
Tracking Representation Dynamics in Large Language Models with Persistent Homology added by Syntology 2026-06 (from id) malhotranaman/tracking-representation-dynamics-with-persistent-homology/src/phlatent/analysis/divergence.py 626cff0e7fb7d225 ran MIT (permissive)
QDSB: Quantized Diffusion Schrödinger Bridges added by Syntology 2026-05 (from id) mathefuchs/qdsb/ALAE/losses.py 96e5a2bdc93b101d ran fingerprinted MIT (permissive)
R2-Dreamer: Redundancy-Reduced World Models without Decoders or Augmentation added by Syntology 2026-03 (from id) NM512/r2dreamer/dreamer.py 485e845ae6cf8417 ran · our draft was wrong fingerprinted MIT (permissive)
Variational Entropic Optimal Transport added by Syntology 2026-02 (from id) DrEternity/VarEOT/ALAE/losses.py 96e5a2bdc93b101d ran fingerprinted MIT (permissive)
Contact Wasserstein Geodesics for Non-Conservative Schrödinger Bridges added by Syntology 2025-11 (from id) ngushchin/LightSB/ALAE/losses.py 96e5a2bdc93b101d ran fingerprinted MIT (permissive)
Decoding Game: On Minimax Optimality of Heuristic Text Generation Strategies 4 Oct 2024 omar-hagrass/decoding-game/src/metrics.py 13bc3a2c1b6935e2 ran fingerprinted no licence file found · pointer only
Modeling Latent Neural Dynamics with Gaussian Process Switching Linear Dynamical Systems 19 Jul 2024 lindermanlab/gpslds/gpslds/em.py f9158e7f06fbf8cd ran · our draft was wrong no licence file found · pointer only
Temporal Feature Matters: A Framework for Diffusion Model Quantization 28 Jul 2024 modeltc/tfmq-dm/quant/quant_layer.py 77865748740d72a6 ran Apache-2.0 (permissive)
Light and Optimal Schrödinger Bridge Matching 5 Feb 2024 skholkin/lightsb-matching/ALAE/losses.py 96e5a2bdc93b101d ran fingerprinted MIT (permissive)
Light Schrödinger Bridge 2 Oct 2023 ngushchin/lightsb/ALAE/losses.py 96e5a2bdc93b101d ran fingerprinted MIT (permissive)
From Chatter to Matter: Addressing Critical Steps of Emotion Recognition Learning in Task-oriented Dialogue 24 Aug 2023 ConvLab/ConvLab-3/convlab/util/custom_modules.py 2c36f59c1bc2e121 ran fingerprinted Apache-2.0 (permissive)
In or Out? Fixing ImageNet Out-of-Distribution Detection Evaluation 1 Jun 2023 j-cb/NINCO/detection_methods.py d0fbaed8e9101241 unverified MIT (permissive)
Pruning Pre-trained Language Models with Principled Importance and Self-regularization 21 May 2023 drsy/pins/run_glue.py 03110400058b8a87 ran · violated contract fingerprinted Apache-2.0 (permissive)
Density of States Prediction for Materials Discovery via Contrastive Learning from Probabilistic Embeddings 2021-10 (from id) gomes-lab/mat2spec/Mat2Spec_Codes/Mat2Spec/Mat2Spec.py 2273ec7e81f79f85 ran · honoured contract fingerprinted no licence file found · pointer only
Learning Canonical Representations for Scene Graph to Image Generation 16 Dec 2019 roeiherz/CanonicalSg2Im/evaluation/fid.py df860a11dd4c724c unverified MIT (permissive)
Understanding and Improving Interpolation in Autoencoders via an Adversarial Regularizer 19 Jul 2018 ivanvovk/controllable-face-generation/losses.py 96e5a2bdc93b101d ran fingerprinted MIT (permissive)
arXiv:Huang_TFMQ-DM_Temporal_Feature_Maintenance_Quantization_for_Diffusion_Models_CVPR_2024_paper ModelTC/TFMQ-DM/quant/quant_layer.py 77865748740d72a6 ran Apache-2.0 (permissive)
arXiv:2023.emnlp-main.803 yisunlp/Anti-CF/AntiCF.py 861d146045f11402 unverified 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