Frequency Regularization: Reducing Information Redundancy in Convolutional Neural Networks

Convolutional neural networks have demonstrated impressive results in many computer vision tasks. However, the increasing size of these networks raises concerns about the information overload resulting from the large number of network parameters. In this paper, we propose Frequency Regularization to...

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Bibliografiske detaljer

Principais autores:	Chenqiu Zhao, Guanfang Dong, Shupei Zhang, Zijie Tan, Anup Basu
Format:	Artigo
Sprog:	Inglês
Udgivet:	IEEE 2023-01-01
Serier:	IEEE Access
Fag:	Frequency domain information redundancy network regularization convolutional neural network
Online adgang:	https://ieeexplore.ieee.org/document/10266314/
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