Parameter-Efficient Convolutional Neural Networks using Wavelet Transforms

Convolutional Neural Networks (CNN's) are known to perform well on computer vision tasks such as image classification, image segmentation, and object detection. However, one major drawback of CNN's is the huge amount of computing and memory resources needed to train them. In this paper, we...

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Main Authors: Malubay, Arnel L., Santos, Kurt Anthony C.De Los, Nable, Job A
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出版: Archīum Ateneo 2024
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在線閱讀:https://archium.ateneo.edu/mathematics-faculty-pubs/255
https://doi.org/10.1063/5.0192309
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機構: Ateneo De Manila University

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