Methods › Computer Vision › Convolutions › MixConv
Mixed Depthwise Convolution
MixConv
Introduced by Mingxing Tan et al. in MixConv: Mixed Depthwise Convolutional Kernels
archive 2025-07-28 Description, source and code snippet are the archive's method entry.
MixConv, or Mixed Depthwise Convolution, is a type of depthwise convolution that naturally mixes up multiple kernel sizes in a single convolution. It is based on the insight that depthwise convolution applies a single kernel size to all channels, which MixConv overcomes by combining the benefits of multiple kernel sizes. It does this by partitioning channels into groups and applying a different kernel size to each group.
Papers archive 2025-07-28
12 shown of 12, 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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Thermal Image-based Fault Diagnosis in Induction Machines via Self-Organized Operational Neural Networks 8 Dec 2024 · 0 repositories · arXiv:2412.05901
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MixNet: Joining Force of Classical and Modern Approaches Toward the Comprehensive Pipeline in Motor Imagery EEG Classification 6 Sep 2024 · 1 repository · arXiv:2409.04104
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Residual-NeRF: Learning Residual NeRFs for Transparent Object Manipulation 10 May 2024 · 0 repositories · arXiv:2405.06181
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MixNet: Efficient Global Modeling for Ultra-High-Definition Image Restoration 19 Jan 2024 · 2 repositories · arXiv:2401.10666
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MixNet: Toward Accurate Detection of Challenging Scene Text in the Wild 23 Aug 2023 · 1 repository · arXiv:2308.12817
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Semi-Supervised Learning for Image Classification using Compact Networks in the BioMedical Context 19 May 2022 · 0 repositories · arXiv:2205.09678
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A Mixture of Expert Based Deep Neural Network for Improved ASR 2 Dec 2021 · 0 repositories · arXiv:2112.01025
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DeepMix: Online Auto Data Augmentation for Robust Visual Object Tracking 23 Apr 2021 · 0 repositories · arXiv:2104.11585
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ImageNet Pretrained CNNs for JPEG Steganalysis 24 Nov 2020 · 0 repositories
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LSQ+: Improving low-bit quantization through learnable offsets and better initialization 20 Apr 2020 · 4 repositories · arXiv:2004.09576Syntology ran 3 of 10 samples · 7 unverified · 10 pointer-only (licence)
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Learned Threshold Pruning 28 Feb 2020 · 0 repositories · arXiv:2003.00075
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MixConv: Mixed Depthwise Convolutional Kernels 22 Jul 2019 · 13 repositories · arXiv:1907.09595Syntology ran 1 of 3 samples · 2 unverified
Tasks archive 2025-07-28
20 shown of 33 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