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Grad++ScoreCAM: Enhancing Visual Explanations of Deep Convolutional Networks Using Incremented Gradient and Score- Weighted Methods

We propose a novel method that combines the strengths of two popular class activation mapping techniques, GradCAM++ and ScoreCAM, to improve the interpretability and localization of convolutional neural networks (CNNs). Our proposed method, called “Grad++-ScoreCAM”, first utilizes the...

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Príomhchruthaitheoirí: Shafiullah Soomro, Asim Niaz, Kwang Nam Choi
Formáid: Artigo
Teanga:Inglês
Foilsithe / Cruthaithe: IEEE 2024-01-01
Sraith:IEEE Access
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Rochtain ar líne:https://ieeexplore.ieee.org/document/10506957/
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