Methods › Computer Vision › Convolutional Neural Networks › ZFNet

ZFNet

6 papers tagged archive 2025-07-28

Introduced by Matthew D. Zeiler et al. in Visualizing and Understanding Convolutional Networks

archive 2025-07-28 Description, source and code snippet are the archive's method entry.

ZFNet is a classic convolutional neural network. The design was motivated by visualizing intermediate feature layers and the operation of the classifier. Compared to AlexNet, the filter sizes are reduced and the stride of the convolutions are reduced.

Paper Source See Code · osmr/imgclsmob

Papers archive 2025-07-28

6 shown of 6, 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.

Compressing neural network by tensor network with exponentially fewer variational parameters
10 May 2023 · 0 repositories · arXiv:2305.06058
A Data Augmented Approach to Transfer Learning for Covid-19 Detection
5 Aug 2021 · 0 repositories · arXiv:2108.02870
Active deep learning method for the discovery of objects of interest in large spectroscopic surveys
7 Sep 2020 · 0 repositories · arXiv:2009.03219
Transitioning between Convolutional and Fully Connected Layers in Neural Networks
18 Jul 2017 · 0 repositories · arXiv:1707.05743
Spatial Pyramid Pooling in Deep Convolutional Networks for Visual Recognition
18 Jun 2014 · 14 repositories · arXiv:1406.4729

Syntology ran 0 of 1 samples · 1 unverified
Visualizing and Understanding Convolutional Networks
12 Nov 2013 · 18 repositories · arXiv:1311.2901

Syntology ran 2 of 4 samples · 2 unverified · 3 pointer-only (licence)

Tasks archive 2025-07-28

13 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
General Classification	3
Image Classification	2
Active Learning	1
COVID-19 Diagnosis	1
Deep Learning	1
Object Detection	1
Object Recognition	1
Sensitivity	1
Tensor Networks	1
Transfer Learning	1
Video Quality Assessment	1
image-classification	1
object-detection	1

Usage over time archive 2025-07-28

Papers per year the archive tags with this method, by the paper's archive date (6 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

Convolutional Neural Networks

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