2 papers
eess.IV2025
Resource-efficient medical image classification for edge devices
Mahsa Lavaei, Zahra Abadi, Salar Beigzad +1
Medical image classification is a critical task in healthcare, enabling accurate and timely diagnosis. However, deploying deep learning models on resource-constrained edge devices…
cs.LG2024
Quantized and Interpretable Learning Scheme for Deep Neural Networks in Classification Task
Alireza Maleki, Mahsa Lavaei, Mohsen Bagheritabar +2
Deep learning techniques have proven highly effective in image classification, but their deployment in resourceconstrained environments remains challenging due to high computationa…