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cosine_annealing
cosine_annealing appears in the code Syntology harvested for 16 papers, as 4 distinct code bodies found in 16 places (a place is one code body under one paper). At least one of them ran in 13 of the papers; 3 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 cosine_annealing 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 3 of the 4 distinct code bodies named cosine_annealing; 1 is unverified. One tile per status, in the site's fixed vocabulary, each code body counted once:
Licence is a property of each copy, so it is counted per place: 8 of the 16 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
16 papers shown of 16, newest first; 16 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; 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.
| Paper | Date | File | Status Syntology | Licence |
|---|---|---|---|---|
| AIRE-Prune: Asymptotic Impulse-Response Energy for State Pruning in State Space Models added by Syntology | 2026-02 (from id) | falcon-arrow/AIRE-Prune/s5/train_helpers.py faeebb869aee2124 |
unverified | Apache-2.0 (permissive) |
| Layer-Adaptive State Pruning for Deep State Space Models | 5 Nov 2024 | msgwak/LAST/s5/train_helpers.py faeebb869aee2124 |
unverified | no licence file found · pointer only |
| Gradient-Regularized Out-of-Distribution Detection | 18 Apr 2024 | identical code first harvested elsewhere 05eda95f9800a1e9 |
ran · violated contract fingerprinted | licence of this copy not recorded |
| State Space Models for Event Cameras | 23 Feb 2024 | lindermanlab/S5/s5/train_helpers.py faeebb869aee2124 |
unverified | MIT (permissive) |
| Dream the Impossible: Outlier Imagination with Diffusion Models | 23 Sep 2023 | identical code first harvested elsewhere 05eda95f9800a1e9 |
ran · violated contract fingerprinted | licence of this copy not recorded |
| SingFake: Singing Voice Deepfake Detection | 14 Sep 2023 | yongyizang/SingFake/models/AASIST/utils.py 0e4e062545eb78ac |
ran fingerprinted | MIT (permissive) |
| DOS: Diverse Outlier Sampling for Out-of-Distribution Detection | 3 Jun 2023 | lygjwy/dos/train_diverse.py 05eda95f9800a1e9 |
ran · violated contract fingerprinted | MIT (permissive) |
| Enhancing Adversarial Contrastive Learning via Adversarial Invariant Regularization | 30 Apr 2023 | GodXuxilie/Enhancing_ACL_via_AIR/pretraining.py 910522ee1e702028 |
ran · honoured contract fingerprinted | no licence file found · pointer only |
| SIO: Synthetic In-Distribution Data Benefits Out-of-Distribution Detection | 25 Mar 2023 | zjysteven/sio/imagenet_train_subclasses.py 05eda95f9800a1e9 |
ran · violated contract fingerprinted | MIT (permissive) |
| Temperature Schedules for Self-Supervised Contrastive Methods on Long-Tail Data | 23 Mar 2023 | identical code first harvested elsewhere 910522ee1e702028 |
ran · honoured contract fingerprinted | licence of this copy not recorded |
| AASIST: Audio Anti-Spoofing using Integrated Spectro-Temporal Graph Attention Networks | 4 Oct 2021 | clovaai/aasist/utils.py 0e4e062545eb78ac |
ran fingerprinted | MIT (permissive) |
| Semantically Coherent Out-of-Distribution Detection | 26 Aug 2021 | identical code first harvested elsewhere 05eda95f9800a1e9 |
ran · violated contract fingerprinted | licence of this copy not recorded |
| Robust Pre-Training by Adversarial Contrastive Learning | 26 Oct 2020 | vita-group/adversarial-contrastive-learning/train_simCLR.py 910522ee1e702028 |
ran · honoured contract fingerprinted | no licence file found · pointer only |
| Robust Out-of-distribution Detection for Neural Networks | 21 Mar 2020 | identical code first harvested elsewhere 05eda95f9800a1e9 |
ran · violated contract fingerprinted | licence of this copy not recorded |
| Using Pre-Training Can Improve Model Robustness and Uncertainty | 28 Jan 2019 | hendrycks/pre-training/downsampled_train/baseline.py 05eda95f9800a1e9 |
ran · violated contract fingerprinted | Apache-2.0 (permissive) |
| arXiv:aaai_26741 | lygjwy/READ/train_ae.py 05eda95f9800a1e9 |
ran · violated contract 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