Frequency Regularization: Reducing Information Redundancy in Convolutional Neural Networks

Author:

Zhao Chenqiu1ORCID,Dong Guanfang1ORCID,Zhang Shupei1ORCID,Tan Zijie1,Basu Anup1ORCID

Affiliation:

1. Department of Computing Science, University of Alberta, Edmonton, Canada

Publisher

Institute of Electrical and Electronics Engineers (IEEE)

Subject

General Engineering,General Materials Science,General Computer Science,Electrical and Electronic Engineering

Reference49 articles.

1. Harmonic networks for image classification;ulicny;Proc Brit Mach Vis Conf (BMVC),2019

2. Transform-Based Feature Map Compression for CNN Inference

3. CompConv: A Compact Convolution Module for Efficient Feature Learning

4. VTC-LFC: Vision transformer compression with low-frequency components;wang;Proc Adv Neural Inf Process Syst,2022

5. Frequency learning for structured CNN filters with Gaussian fractional derivatives;saldanha;arXiv 2111 06660,2021

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