N. A. Kareem

Efficient Binary ViTs through Hardware-Software Co-Design: A Power-Memory-Compute Optimization Framework

Vision Transformers (ViTs) achieve state-of-the-art performance in computer vision, but are limited by high computational costs and data-intensive training. Thus, on resourceconstrained and edge devices, where power, memory, and compute budgets are severely limited, the practical deployment of ViTs becomes a significan...