On-device Efficient DNN Adaptation Framework for Real-time Applications

Position

Project leader in KAIST Network and Mobile System Lab

Project Goals & Works

1. Aim to develop a novel time-efficient on-device DNN adaptation strategy for real-time mobile applications, balancing model accuracy and inference speed.
2. Exploring model adaptation methods that enable real-time inference on extremely resource-constrained devices.