Methods › General › Optimization › Adan
Adaptive Nesterov Momentum
Adan
Introduced by Xingyu Xie et al. in Adan: Adaptive Nesterov Momentum Algorithm for Faster Optimizing Deep Models
archive 2025-07-28 Description, source and code snippet are the archive's method entry.
The archive carries only a placeholder description for this method.
Papers archive 2025-07-28
4 shown of 4, newest first. Repository counts are the archive's code-links table. A Syntology line states what Syntology ran from that paper's harvested code; it is per sample and not a correctness claim.
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Adaptive Gradient Regularization: A Faster and Generalizable Optimization Technique for Deep Neural Networks 24 Jul 2024 · 0 repositories · arXiv:2407.16944
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CoLLiE: Collaborative Training of Large Language Models in an Efficient Way 1 Dec 2023 · 1 repository · arXiv:2312.00407Syntology ran 4 of 7 samples · 3 unverified
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UAdam: Unified Adam-Type Algorithmic Framework for Non-Convex Stochastic Optimization 9 May 2023 · 0 repositories · arXiv:2305.05675
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Adan: Adaptive Nesterov Momentum Algorithm for Faster Optimizing Deep Models 13 Aug 2022 · 9 repositories · arXiv:2208.06677Syntology ran 1 of 1 samples · 0 unverified
Tasks archive 2025-07-28
8 tasks the archive attaches to papers tagged with this method, by distinct papers. A task without a page in the catalog is plain text.
| Task | Papers |
|---|---|
| Stochastic Optimization | 2 |
| Deep Learning | 1 |
| GPU | 1 |
| Image Classification | 1 |
| Image Generation | 1 |
| Vocal Bursts Type Prediction | 1 |
| image-classification | 1 |
| parameter-efficient fine-tuning | 1 |
Usage over time archive 2025-07-28
Components: the archive holds no method-to-method composition, so PwC's Components table cannot be rebuilt; the Papers list carries no Results column for the same reason (the archive does not join its leaderboard rows to method tags).
Categories archive 2025-07-28
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