Bojie Shi

TSP: Task-Specific Pruning for Personalized Image Classification on Edge Devices

Convolutional Neural Networks (CNNs) are extensively utilized for image classification. However, their high complexity hinders deployment on resource-constrained edge devices. Although existing pruning schemes could compress CNNs, they often rely on complete datasets and fail to account for the fact…