Methods › Computer Vision › Convolutional Neural Networks › PyramidNet
PyramidNet
archive 2025-07-28 Description, source and code snippet are the archive's method entry.
A PyramidNet is a type of convolutional network where the key idea is to concentrate on the feature map dimension by increasing it gradually instead of by increasing it sharply at each residual unit with downsampling. In addition, the network architecture works as a mixture of both plain and residual networks by using zero-padded identity-mapping shortcut connections when increasing the feature map dimension.
Papers archive 2025-07-28
9 shown of 9, 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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End-to-End Learning-Based Wireless Image Recognition Using the PyramidNet in Edge Intelligence 16 Mar 2023 · 0 repositories · arXiv:2303.09188
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Regularizing Neural Networks via Adversarial Model Perturbation 10 Oct 2020 · 1 repository · arXiv:2010.04925Syntology ran 0 of 12 samples · 12 unverified
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Averaging Weights Leads to Wider Optima and Better Generalization 14 Mar 2018 · 17 repositories · arXiv:1803.05407Syntology ran 5 of 9 samples · 4 unverified
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ShakeDrop Regularization for Deep Residual Learning 7 Feb 2018 · 5 repositories · arXiv:1802.02375Syntology ran 1 of 1 samples · 0 unverified · 1 pointer-only (licence)
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ShakeDrop regularization 1 Jan 2018 · 0 repositories
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Improving Generalization Performance by Switching from Adam to SGD 20 Dec 2017 · 6 repositories · arXiv:1712.07628
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Pyramidal RoR for Image Classification 1 Oct 2017 · 0 repositories · arXiv:1710.00307
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Deep Pyramidal Residual Networks with Separated Stochastic Depth 5 Dec 2016 · 0 repositories · arXiv:1612.01230
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Deep Pyramidal Residual Networks 10 Oct 2016 · 7 repositories · arXiv:1610.02915Syntology ran 1 of 1 samples · 0 unverified
Tasks archive 2025-07-28
10 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 |
|---|---|
| Image Classification | 4 |
| General Classification | 2 |
| image-classification | 2 |
| Classification | 1 |
| Decoder | 1 |
| Language Modeling | 1 |
| Language Modelling | 1 |
| Object Recognition | 1 |
| Stochastic Optimization | 1 |
| model | 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
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