Sp2PS: Pruning Score by Spectral and Spatial Evaluation of CAM Images

CNN models can have millions of parameters, which makes them unattractive for some applications that require fast inference times or small memory footprints. To overcome this problem, one alternative is to identify and remove weights that have a small impact on the loss function of the algorithm, wh...

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Bibliographic Details
Main Authors: Diego Renza, Dora Ballesteros
Format: Article
Language:English
Published: MDPI AG 2023-09-01
Series:Informatics
Subjects:
Online Access:https://www.mdpi.com/2227-9709/10/3/72