L-SFAN: Lightweight Spatially-focused Attention Network for Pain Behavior Detection

J Ortigoso-Narro, F Diaz-de-Maria… - arXiv preprint arXiv …, 2024 - arxiv.org
Chronic Low Back Pain (CLBP) afflicts millions globally, significantly impacting individuals'
well-being and imposing economic burdens on healthcare systems. While artificial …

On Explaining Knowledge Distillation: Measuring and Visualising the Knowledge Transfer Process

G Adhane, MM Dehshibi, D Vetter, D Masip… - arXiv preprint arXiv …, 2024 - arxiv.org
Knowledge distillation (KD) remains challenging due to the opaque nature of the knowledge
transfer process from a Teacher to a Student, making it difficult to address certain issues …

Contributions to explainable deep learning models

G Adhane - 2024 - openaccess.uoc.edu
In this work, we propose techniques to enhance the performance and transparency of
convolutional neural networks (CNNs). We introduce novel methods for informative sample …