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cvt_state_dict

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

cvt_state_dict appears in the code Syntology harvested for 5 papers, as 5 distinct code bodies found in 5 places (a place is one code body under one paper). At least one of them ran in 4 of the papers; 0 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 cvt_state_dict 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 5 distinct code bodies named cvt_state_dict; 1 is unverified. One tile per status, in the site's fixed vocabulary, each code body counted once:

0ran · honoured contract
0ran · violated contract
4ran · our draft was wrong
0ran · fixture could not drive it
0ran
1unverified
0fingerprinted

Licence is a property of each copy, so it is counted per place: 4 of the 5 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

5 papers shown of 5, newest first; 5 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. 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
On the Effectiveness of Out-of-Distribution Data in Self-Supervised Long-Tail Learning 8 Jun 2023 jianhongbai/colt/train_cifar.py 4502d257ae3c2c75 ran · our draft was wrong MIT (permissive)
Layer Grafted Pre-training: Bridging Contrastive Learning And Masked Image Modeling For Label-Efficient Representations 27 Feb 2023 VITA-Group/layerGraftedPretraining_ICLR23/main_finetune_mae.py b9be839e0d321716 ran · our draft was wrong licence not identified · pointer only
Improving Contrastive Learning on Imbalanced Seed Data via Open-World Sampling 1 Nov 2021 VITA-Group/MAK/train_imagenet.py 08609c2e75193cba ran · our draft was wrong no licence file found · pointer only
Self-Damaging Contrastive Learning 6 Jun 2021 VITA-Group/SDCLR/train_cifar.py cfae83d8747a33da unverified no licence file found · pointer only
Robust Pre-Training by Adversarial Contrastive Learning 26 Oct 2020 vita-group/adversarial-contrastive-learning/train_trades.py 1fcb64ddb0497834 ran · our draft was wrong no licence file found · pointer only

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