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cutmix

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

cutmix appears in the code Syntology harvested for 11 papers, as 12 distinct code bodies found in 14 places (a place is one code body under one paper). At least one of them ran in 7 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 cutmix 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 7 of the 12 distinct code bodies named cutmix; 5 are unverified. One tile per status, in the site's fixed vocabulary, each code body counted once:

0ran · honoured contract
0ran · violated contract
2ran · our draft was wrong
2ran · fixture could not drive it
3ran
5unverified
2fingerprinted

Licence is a property of each copy, so it is counted per place: 3 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

11 papers shown of 11, 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 1 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
Rethinking Dataset Distillation for Classification: Do Distilled Sets Outperform Coresets? added by Syntology 2026-06 (from id) Jiacheng8/FADRM/relabel/utils_fkd.py b07a34e357aed3db ran MIT (permissive)
FADRM: Fast and Accurate Data Residual Matching for Dataset Distillation 30 Jun 2025 jiacheng8/fadrm/relabel/utils_fkd.py b07a34e357aed3db ran MIT (permissive)
Dataset Distillation via Committee Voting 13 Jan 2025 jiacheng8/cv-dd/relabel/utils_fkd.py b07a34e357aed3db ran MIT (permissive)
Learning Where to Edit Vision Transformers 4 Nov 2024 hustyyq/where-to-edit/meta_train.py 56db9a284de50890 ran · fixture could not drive it fingerprinted MIT (permissive)
D$^4$M: Dataset Distillation via Disentangled Diffusion Model 21 Jul 2024 richards94/D4M/matching/utils_fkd.py 3762ba29552f4adc unverified BSD-2-Clause (permissive)
The Victim and The Beneficiary: Exploiting a Poisoned Model to Train a Clean Model on Poisoned Data 17 Apr 2024 zixuan-zhu/vab/attention_mix_ImageNet.py fd0dd06aa9c0b3fe ran no licence file found · pointer only
Corrective Machine Unlearning 21 Feb 2024 drimpossible/corrective-unlearning-bench/src/utils.py 4a5a2ffb330ca182 ran GPL-3.0 (copyleft) · pointer only
Bidirectional Looking with A Novel Double Exponential Moving Average to Adaptive and Non-adaptive Momentum Optimizers 2 Jul 2023 chernyn/admeta-optimizer/admeta-code/admeta-cifar/pytorch_image_classification/collators/cutmix.py 72e2bbc696d16422 unverified BSD-2-Clause (permissive)
LNL+K: Enhancing Learning with Noisy Labels Through Noise Source Knowledge Integration 20 Jun 2023 sunnysiqi/lnl_k/cell_data/simple_multi_main.py c5d6f49696141e17 unverified MIT (permissive)
SAINT: Improved Neural Networks for Tabular Data via Row Attention and Contrastive Pre-Training 2 Jun 2021 Actis92/lit-saint/src/lit_saint/augmentations.py ea091d52c3e000f5 unverified MIT (permissive)
CutMix: Regularization Strategy to Train Strong Classifiers with Localizable Features 13 May 2019 hysts/pytorch_cutmix/cutmix.py de3489ea88a14549 ran · our draft was wrong MIT (permissive)
CutMix: Regularization Strategy to Train Strong Classifiers with Localizable Features 13 May 2019 Westlake-AI/openmixup/openmixup/models/augments/cutmix.py ed79cd2e87b6c30d ran · fixture could not drive it Apache-2.0 (permissive)
CutMix: Regularization Strategy to Train Strong Classifiers with Localizable Features 13 May 2019 PsorTheDoctor/microarray-data/utils/augmentation.py bdf0f6543801b45c ran · our draft was wrong fingerprinted no licence file found · pointer only
CutMix: Regularization Strategy to Train Strong Classifiers with Localizable Features 13 May 2019 liuch37/image-processing/augmentation/cutmix_pytorch.py 8c13b211bd42a04c 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".

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