Methods › Natural Language Processing › Language Models › Gated Convolution Network
Gated Convolution Network
Introduced by Yann N. Dauphin et al. in Language Modeling with Gated Convolutional Networks
archive 2025-07-28 Description, source and code snippet are the archive's method entry.
A Gated Convolutional Network is a type of language model that combines convolutional networks with a gating mechanism. Zero padding is used to ensure future context can not be seen. Gated convolutional layers can be stacked on top of other hierarchically. Model predictions are then obtained with an adaptive softmax layer.
Papers archive 2025-07-28
3 shown of 3, 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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DenoMamba: A fused state-space model for low-dose CT denoising 19 Sep 2024 · 1 repository · arXiv:2409.13094
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Mixture-of-Variational-Experts for Continual Learning 25 Oct 2021 · 1 repository · arXiv:2110.12667
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Language Modeling with Gated Convolutional Networks 23 Dec 2016 · 11 repositories · arXiv:1612.08083
Tasks archive 2025-07-28
15 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 |
|---|---|
| Continual Learning | 1 |
| Denoising | 1 |
| Diagnostic | 1 |
| Domain-IL Continual Learning | 1 |
| Language Modeling | 1 |
| Language Modelling | 1 |
| Permuted-MNIST | 1 |
| Reinforcement Learning | 1 |
| Reinforcement Learning (RL) | 1 |
| SSIM | 1 |
| Sensitivity | 1 |
| Sentence | 1 |
| Split-CIFAR-10 | 1 |
| Split-MNIST | 1 |
| reinforcement-learning | 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