An Experimental Investigation into the Evaluation of Explainability Methods for Computer Vision

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Poly-cam: high resolution class activation map for convolutional neural networks

A Englebert, O Cornu, CD Vleeschouwer - Machine Vision and …, 2024 - Springer
The demand for explainable AI continues to rise alongside advancements in deep learning
technology. Existing methods such as convolutional neural networks often struggle to …
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[PDF][PDF] Bone X-Ray Analysis with Explainable AI and Multimodal Self-Supervised Learning

A Englebert - 2024 - dial.uclouvain.be
The rapid development of artificial intelligence (AI) in medicine promises to transform
diagnosis, treatment, research, and medical education. AI-powered systems have …
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