A panoramic driving perception fusion algorithm based on multi-task learning

W Wu, C Liu, H Zheng - Plos one, 2024 - journals.plos.org
With the rapid development of intelligent connected vehicles, there is an increasing demand
for hardware facilities and onboard systems of driver assistance systems. Currently, most …

Patching in Order: Efficient On-Device Model Fine-Tuning for Multi-DNN Vision Applications

Z Cao, Y Cheng, Z Zhou, A Lu, Y Hu… - IEEE Transactions …, 2024 - ieeexplore.ieee.org
The increasing deployment of multiple deep neural networks (DNNs) on edge devices is
revolutionizing mobile vision applications, spanning autonomous vehicles, augmented …