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distmat

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

distmat appears in the code Syntology harvested for 12 papers, as 6 distinct code bodies found in 12 places (a place is one code body under one paper). At least one of them ran in 11 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 distmat 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 5 of the 6 distinct code bodies named distmat; 1 is unverified. One tile per status, in the site's fixed vocabulary, each code body counted once:

1ran · honoured contract
0ran · violated contract
2ran · our draft was wrong
1ran · fixture could not drive it
1ran
1unverified
5fingerprinted

Licence is a property of each copy, so it is counted per place: 4 of the 12 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

12 papers shown of 12, newest first; 12 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; 1 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
FaceRefiner: High-Fidelity Facial Texture Refinement with Differentiable Rendering-based Style Transfer added by Syntology 2026-01 (from id) HarshWinterBytes/FaceRefiner/style_transfer_3d.py b1b682ae87523be2 ran · fixture could not drive it fingerprinted MIT (permissive)
H-SPLID: HSIC-based Saliency Preserving Latent Information Decomposition added by Syntology 2025-10 (from id) identical code first harvested elsewhere ca565da6831e8ade ran · honoured contract fingerprinted licence of this copy not recorded
Pay Less Attention to Deceptive Artifacts: Robust Detection of Compressed Deepfakes on Online Social Networks 25 Jun 2025 manyilee/plada/networks/hkr.py ca565da6831e8ade ran · honoured contract fingerprinted no licence file found · pointer only
Trap-MID: Trapdoor-based Defense against Model Inversion Attacks 13 Nov 2024 ntuaislab/trap-mid/loss.py e114974d0f761dd9 ran · our draft was wrong fingerprinted MIT (permissive)
Cauchy-Schwarz Divergence Information Bottleneck for Regression 27 Apr 2024 sjyucnel/cauchy-schwarz-information-bottleneck/loss_cs.py ca565da6831e8ade ran · honoured contract fingerprinted no licence file found · pointer only
Towards Tracing Trustworthiness Dynamics: Revisiting Pre-training Period of Large Language Models 29 Feb 2024 chnq/tracingllm/src/mi_estimators.py 2663196c40a3f458 ran fingerprinted Apache-2.0 (permissive)
On Strengthening and Defending Graph Reconstruction Attack with Markov Chain Approximation 15 Jun 2023 tmlr-group/MC-GRA/MC-GRA/hsic.py f5d7ba6e6fc594f1 unverified MIT (permissive)
Pruning Adversarially Robust Neural Networks without Adversarial Examples 9 Oct 2022 neu-spiral/pwoa/source/hsicbt/math/hsic.py ca565da6831e8ade ran · honoured contract fingerprinted MIT (permissive)
Revisiting Hilbert-Schmidt Information Bottleneck for Adversarial Robustness 4 Jun 2021 neu-spiral/hbar/source/hbar/math/hsic.py ca565da6831e8ade ran · honoured contract fingerprinted MIT (permissive)
Causal Effect Inference for Structured Treatments 3 Jun 2021 JeanKaddour/GIN/models/building_blocks/hsic_utils.py 294b70273ade6338 ran · our draft was wrong fingerprinted no licence file found · pointer only
The HSIC Bottleneck: Deep Learning without Back-Propagation 5 Aug 2019 choasma/HSIC-Bottleneck/source/hsicbt/math/hsic.py ca565da6831e8ade ran · honoured contract fingerprinted MIT (permissive)
arXiv:2024.findings-acl.290 ChnQ/TracingLLM/src/mi_estimators.py 2663196c40a3f458 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