3 papers
eess.IV2024
Lightweight G-YOLOv11: Advancing Efficient Fracture Detection in Pediatric Wrist X-rays
Abdesselam Ferdi
Computer-aided diagnosis (CAD) systems have greatly improved the interpretation of medical images by radiologists and surgeons. However, current CAD systems for fracture detection…
cs.CV2024
Deep Convolutional Neural Networks Structured Pruning via Gravity Regularization
Abdesselam Ferdi
Structured pruning is a widely employed strategy for accelerating deep convolutional neural networks (DCNNs). However, existing methods often necessitate modifications to the origi…
cs.CV2024
Electrostatic Force Regularization for Neural Structured Pruning
Abdesselam Ferdi, Abdelmalik Taleb-Ahmed, Amir Nakib +1
The demand for deploying deep convolutional neural networks (DCNNs) on resource-constrained devices for real-time applications remains substantial. However, existing state-of-the-a…