Filter Pruning with Convolutional Approximation Small Model Framework

Convolutional neural networks (CNNs) are extensively utilized in computer vision; however, they pose challenges in terms of computational time and storage requirements. To address this issue, one well-known approach is filter pruning. However, fine-tuning pruned models necessitates substantial compu...

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Bibliographic Details
Main Authors: Monthon Intraraprasit, Orachat Chitsobhuk
Format: Article
Language:English
Published: MDPI AG 2023-09-01
Series:Computation
Subjects:
Online Access:https://www.mdpi.com/2079-3197/11/9/176