Advanced First-Order Optimization Algorithm With Sophisticated Search Control for Convolutional Neural Networks

Advanced First-Order Optimization Algorithm With Sophisticated Search Control for Convolutional Neural Networks

As the performance of computing devices such as graphics processing units (GPUs) has improved dramatically, many deep neural network models, especially convolutional neural networks (CNNs), have been widely applied to various applications such as image classification, semantic segmentation, and obje...

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Bibliographic Details
Main Authors: Kyung Soo Kim, Yong Suk Choi
Format: Article
Language:English
Published: IEEE 2023-01-01
Series:IEEE Access
Subjects:
Machine learning
deep learning
convolutional neural networks
optimization methods
gradient methods
image classification
Online Access:https://ieeexplore.ieee.org/document/10197412/

Internet

https://ieeexplore.ieee.org/document/10197412/

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