1 citations · 1 across the 3 of their papers we have counts for
3 papers
Not All Objectives Are Born Equal: Priority-Constrained Descent for Hierarchical Multi-Objective Optimization
Dara Varam, Mohamed I. Alhajri
Deep learning problems rarely involve objectives that are equal in importance. A primary objective defines the goal, whilst secondary objectives, such as sparsity, compression, or…
Different Strokes for Different Folks: Writer Identification for Historical Arabic Manuscripts
Hamza A. Abushahla, Ariel Justine N. Panopio, Layth Al-Khairulla +1
Handwritten Arabic manuscripts preserve the Arab world's intellectual and cultural heritage, and writer identification supports provenance, authenticity verification, and historica…
Neural Network Quantization for Microcontrollers: A Comprehensive Survey of Methods, Platforms, and Applications
Hamza A. Abushahla, Dara Varam, Ariel Justine N. Panopio +1
The deployment of Quantized Neural Networks (QNNs) on resource-constrained edge devices, such as microcontrollers (MCUs), introduces fundamental challenges in balancing model perfo…