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20242026
most citedInvestigating the Duality of Interpretability and Explainability in Machine Learning

15 citations · 17 across the 15 of their papers we have counts for

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cs.CV2026

Fusion-CAM: Integrating Gradient and Region-Based Class Activation Maps for Robust Visual Explanations

Hajar Dekdegue, Moncef Garouani, Josiane Mothe +1

Interpreting the decision-making process of deep convolutional neural networks remains a central challenge in achieving trustworthy and transparent artificial intelligence. Explain…

cs.CV2025

GeMix: Conditional GAN-Based Mixup for Improved Medical Image Augmentation

Hugo Carlesso, Maria Eliza Patulea, Moncef Garouani +2

Mixup has become a popular augmentation strategy for image classification, yet its naive pixel-wise interpolation often produces unrealistic images that can hinder learning, partic…