Methods › Computer Vision › Convolutions › Masked Convolution
Masked Convolution
Introduced by Aaron van den Oord et al. in Pixel Recurrent Neural Networks
archive 2025-07-28 Description, source and code snippet are the archive's method entry.
A Masked Convolution is a type of convolution which masks certain pixels so that the model can only predict based on pixels already seen. This type of convolution was introduced with PixelRNN generative models, where an image is generated pixel by pixel, to ensure that the model was conditional only on pixels already visited.
Papers archive 2025-07-28
26 shown of 26, 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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♠ SPADE ♠ Split Peak Attention DEcomposition 6 Nov 2024 · 0 repositories · arXiv:2411.05852
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Obtaining Optimal Spiking Neural Network in Sequence Learning via CRNN-SNN Conversion 18 Aug 2024 · 0 repositories · arXiv:2408.09403
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Ensemble learning for predictive uncertainty estimation with application to the correction of satellite precipitation products 14 Mar 2024 · 0 repositories · arXiv:2403.10567
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Density Matters: Improved Core-set for Active Domain Adaptive Segmentation 15 Dec 2023 · 0 repositories · arXiv:2312.09595
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Uncertainty estimation of machine learning spatial precipitation predictions from satellite data 13 Nov 2023 · 0 repositories · arXiv:2311.07511
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Density Matrix Emulation of Quantum Recurrent Neural Networks for Multivariate Time Series Prediction 31 Oct 2023 · 0 repositories · arXiv:2310.20671
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Efficient quantum recurrent reinforcement learning via quantum reservoir computing 13 Sep 2023 · 0 repositories · arXiv:2309.07339
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PixelRNN: In-pixel Recurrent Neural Networks for End-to-end-optimized Perception with Neural Sensors 11 Apr 2023 · 0 repositories · arXiv:2304.05440
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Quantum Recurrent Neural Networks for Sequential Learning 7 Feb 2023 · 1 repository · arXiv:2302.03244
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Time-Warping Invariant Quantum Recurrent Neural Networks via Quantum-Classical Adaptive Gating 19 Jan 2023 · 0 repositories · arXiv:2301.08173
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Masked Autoencoders Are Stronger Knowledge Distillers 1 Jan 2023 · 0 repositories
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AdaMAE: Adaptive Masking for Efficient Spatiotemporal Learning with Masked Autoencoders 16 Nov 2022 · 2 repositories · arXiv:2211.09120Syntology ran 9 of 25 samples · 16 unverified
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Reservoir Computing via Quantum Recurrent Neural Networks 4 Nov 2022 · 0 repositories · arXiv:2211.02612
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Rapid training of quantum recurrent neural networks 1 Jul 2022 · 1 repository · arXiv:2207.00378
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ConvMAE: Masked Convolution Meets Masked Autoencoders 8 May 2022 · 5 repositories · arXiv:2205.03892Syntology ran 5 of 10 samples · 5 unverified
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Image Inpainting with Edge-guided Learnable Bidirectional Attention Maps 25 Apr 2021 · 3 repositories · arXiv:2104.12087
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Non-Autoregressive Predictive Coding for Learning Speech Representations from Local Dependencies 1 Nov 2020 · 1 repository · arXiv:2011.00406
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Cyber Threat Intelligence for Secure Smart City 26 Jul 2020 · 0 repositories · arXiv:2007.13233
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Recurrent Quantum Neural Networks 25 Jun 2020 · 1 repository · arXiv:2006.14619
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A Formal Hierarchy of RNN Architectures 18 Apr 2020 · 0 repositories · arXiv:2004.08500
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Single Stream Parallelization of Recurrent Neural Networks for Low Power and Fast Inference 30 Mar 2018 · 0 repositories · arXiv:1803.11389
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Dual Rectified Linear Units (DReLUs): A Replacement for Tanh Activation Functions in Quasi-Recurrent Neural Networks 25 Jul 2017 · 2 repositories · arXiv:1707.08214
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Quasi-Recurrent Neural Networks 5 Nov 2016 · 7 repositories · arXiv:1611.01576Syntology ran 0 of 1 samples · 1 unverified
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Full Resolution Image Compression with Recurrent Neural Networks 18 Aug 2016 · 7 repositories · arXiv:1608.05148Syntology ran 0 of 1 samples · 1 unverified
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Conditional Image Generation with PixelCNN Decoders 16 Jun 2016 · 14 repositories · arXiv:1606.05328Syntology ran 4 of 14 samples · 10 unverified · 3 pointer-only (licence)
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Pixel Recurrent Neural Networks 25 Jan 2016 · 20 repositories · arXiv:1601.06759Syntology ran 19 of 29 samples · 10 unverified · 18 pointer-only (licence)
Tasks archive 2025-07-28
20 shown of 55 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