Methods › Computer Vision › Light-weight neural networks › MixNet

MixNet

12 papers tagged archive 2025-07-28

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.

MixNet is a type of convolutional neural network discovered via AutoML that utilises MixConvs instead of regular depthwise convolutions.

Paper Source See Code · osmr/imgclsmob

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.

Thermal Image-based Fault Diagnosis in Induction Machines via Self-Organized Operational Neural Networks
8 Dec 2024 · 0 repositories · arXiv:2412.05901
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
Residual-NeRF: Learning Residual NeRFs for Transparent Object Manipulation
10 May 2024 · 0 repositories · arXiv:2405.06181
MixNet: Efficient Global Modeling for Ultra-High-Definition Image Restoration
19 Jan 2024 · 2 repositories · arXiv:2401.10666
MixNet: Toward Accurate Detection of Challenging Scene Text in the Wild
23 Aug 2023 · 1 repository · arXiv:2308.12817
Semi-Supervised Learning for Image Classification using Compact Networks in the BioMedical Context
19 May 2022 · 0 repositories · arXiv:2205.09678
A Mixture of Expert Based Deep Neural Network for Improved ASR
2 Dec 2021 · 0 repositories · arXiv:2112.01025
DeepMix: Online Auto Data Augmentation for Robust Visual Object Tracking
23 Apr 2021 · 0 repositories · arXiv:2104.11585
ImageNet Pretrained CNNs for JPEG Steganalysis
24 Nov 2020 · 0 repositories
LSQ+: Improving low-bit quantization through learnable offsets and better initialization
20 Apr 2020 · 4 repositories · arXiv:2004.09576

Syntology ran 3 of 10 samples · 7 unverified · 10 pointer-only (licence)
Learned Threshold Pruning
28 Feb 2020 · 0 repositories · arXiv:2003.00075
MixConv: Mixed Depthwise Convolutional Kernels
22 Jul 2019 · 13 repositories · arXiv:1907.09595

Syntology 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.

Task	Papers
Image Classification	3
Object	2
AutoML	1
Automatic Speech Recognition	1
Automatic Speech Recognition (ASR)	1
Benchmarking	1
Brain Computer Interface	1
Classification	1
Data Augmentation	1
Deblurring	1
Diagnostic	1
EEG	1
Fault Diagnosis	1
Image Deblurring	1
Image Enhancement	1
Image Restoration	1
Image Steganography	1
Low-Light Image Enhancement	1
Mixture-of-Experts	1
Motor Imagery	1

Usage over time archive 2025-07-28

Papers per year the archive tags with this method, by the paper's archive date (12 dated). Bars are counts, not a trend claim.

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

Light-weight neural networks Convolutional Neural Networks

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