Vision Transformers (ViTs) achieve state-of-the-art performance across various computer vision tasks but often lack the interpretability and biological plausibility of human vision. Unlike the human cognitive system, which efficiently filters complex environments to focus on salient regions, ViT attention mechanisms fr...
Ahmad Waseem, Pietro Ruiu, Andrea Lagorio et al.· Proceedings of the 28th Inte...· 0 citations
Vision Transformers (ViTs) achieve state-of-the-art performance across various computer vision tasks but often lack the interpretability and biological plausibility of human vision. Unlike the human cognitive system, which efficiently filters complex environments to focus on salient regions, ViT attention mechanisms fr...
Ahmad Waseem, Pietro Ruiu, Andrea Lagorio et al.· 0 citations
Paired Signed-Deviation Feature Selection (PSDFS), an embedded multi-label feature-selection method targeted at this family of classifiers, is proposed, which consistently obtains the best average rank among the compared methods on all reported metrics.
Filippo Casu, Andrea Lagorio, G. Trunfio· Data mining and knowledge di...· 0 citations
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