Methods › General › Learning Rate Schedules › 1cycle
1cycle learning rate scheduling policy
1cycle
Introduced by Leslie N. Smith in A disciplined approach to neural network hyper-parameters: Part 1 -- learning rate, batch size, momentum, and weight decay
archive 2025-07-28 Description, source and code snippet are the archive's method entry.
The archive carries no description for this method.
Papers archive 2025-07-28
13 shown of 13, 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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Learning minimal representations of stochastic processes with variational autoencoders 21 Jul 2023 · 1 repository · arXiv:2307.11608
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Baize: An Open-Source Chat Model with Parameter-Efficient Tuning on Self-Chat Data 3 Apr 2023 · 5 repositories · arXiv:2304.01196Syntology ran 1 of 9 samples · 8 unverified · 1 pointer-only (licence)
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NÜWA: Visual Synthesis Pre-training for Neural visUal World creAtion 24 Nov 2021 · 1 repository · arXiv:2111.12417Syntology ran 3 of 3 samples · 0 unverified · 2 pointer-only (licence)
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ADOP: Approximate Differentiable One-Pixel Point Rendering 13 Oct 2021 · 2 repositories · arXiv:2110.06635
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Smart Contract Vulnerability Detection: From Pure Neural Network to Interpretable Graph Feature and Expert Pattern Fusion 17 Jun 2021 · 1 repository · arXiv:2106.09282Syntology ran 0 of 2 samples · 2 unverified · 2 pointer-only (licence)
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Self-Attention Between Datapoints: Going Beyond Individual Input-Output Pairs in Deep Learning 4 Jun 2021 · 3 repositories · arXiv:2106.02584Syntology ran 10 of 30 samples · 20 unverified
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ConvNets for Counting: Object Detection of Transient Phenomena in Steelpan Drums 1 Feb 2021 · 1 repository · arXiv:2102.00632
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Improving Polyphonic Music Models with Feature-Rich Encoding 26 Nov 2019 · 2 repositories · arXiv:1911.11775
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A disciplined approach to neural network hyper-parameters: Part 1 -- learning rate, batch size, momentum, and weight decay 26 Mar 2018 · 30 repositories · arXiv:1803.09820Syntology ran 3 of 7 samples · 4 unverified · 2 pointer-only (licence)
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Using Trusted Data to Train Deep Networks on Labels Corrupted by Severe Noise 14 Feb 2018 · 1 repository · arXiv:1802.05300Syntology ran 0 of 6 samples · 6 unverified
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SGPN: Similarity Group Proposal Network for 3D Point Cloud Instance Segmentation 23 Nov 2017 · 1 repository · arXiv:1711.08588
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Time-Contrastive Networks: Self-Supervised Learning from Video 23 Apr 2017 · 7 repositories · arXiv:1704.06888
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Large-Scale Music Annotation and Retrieval: Learning to Rank in Joint Semantic Spaces 26 May 2011 · 0 repositories · arXiv:1105.5196
Tasks archive 2025-07-28
20 shown of 43 tasks the archive attaches to papers tagged with this method, by distinct papers. A task without a page in the catalog is plain text.
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
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