IEEE

The Teacher-Student Interactive Cycle: Joint Optimization with Inner-Loop Self-Distillation in Prompted Foundation Models for Efficient Semantic Segmentation

Abstract: In the field of semantic segmentation, the high computational cost of deep models poses a major barrier to deployment on edge devices. Among various efficiency-oriented methods, knowledge ...
IEEE

Green Fog Computing Resource Allocation Using Joint Benders Decomposition, Dinkelbach Algorithm, and Modified Distributed Inner Convex Approximation

Abstract: Fog computing is a promising approach to alleviate the computation burden in traditional mobile networks to meet the increasing application demands. Such a complicated system is typically ...