Methods › General › Learning Rate Schedules › Polynomial Rate Decay
Polynomial Rate Decay
archive 2025-07-28 Description, source and code snippet are the archive's method entry.
Polynomial Rate Decay is a learning rate schedule where we polynomially decay the learning rate.
Papers archive 2025-07-28
10 shown of 10, 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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Gradient Descent, Stochastic Optimization, and Other Tales 2 May 2022 · 0 repositories · arXiv:2205.00832
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YOLOv4: Optimal Speed and Accuracy of Object Detection 23 Apr 2020 · 223 repositories · arXiv:2004.10934Syntology ran 24 of 184 samples · 160 unverified · 8 pointer-only (licence)
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LiteSeg: A Novel Lightweight ConvNet for Semantic Segmentation 13 Dec 2019 · 2 repositories · arXiv:1912.06683
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CSPNet: A New Backbone that can Enhance Learning Capability of CNN 27 Nov 2019 · 123 repositories · arXiv:1911.11929
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PSANet: Point-wise Spatial Attention Network for Scene Parsing 1 Sep 2018 · 4 repositories
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SqueezeNext: Hardware-Aware Neural Network Design 23 Mar 2018 · 8 repositories · arXiv:1803.10615Syntology ran 1 of 1 samples · 0 unverified
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Rethinking Atrous Convolution for Semantic Image Segmentation 17 Jun 2017 · 77 repositories · arXiv:1706.05587Syntology ran 3 of 7 samples · 4 unverified · 3 pointer-only (licence)
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YOLO9000: Better, Faster, Stronger 25 Dec 2016 · 231 repositories · arXiv:1612.08242Syntology ran 16 of 60 samples · 44 unverified · 22 pointer-only (licence)
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Pyramid Scene Parsing Network 4 Dec 2016 · 67 repositories · arXiv:1612.01105Syntology ran 7 of 29 samples · 22 unverified · 5 pointer-only (licence)
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DeepLab: Semantic Image Segmentation with Deep Convolutional Nets, Atrous Convolution, and Fully Connected CRFs 2 Jun 2016 · 47 repositories · arXiv:1606.00915Syntology ran 28 of 63 samples · 35 unverified · 16 pointer-only (licence)
Tasks archive 2025-07-28
20 shown of 24 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