Edge Computing (EC) has gained significant traction in recent years, promising enhanced
efficiency by integrating Artificial Intelligence (AI) capabilities at the edge. While the focus …

With the growing demand for processing deep learning applications on edge devices, on-
device DNN training has become a major workload to execute a variety of vision tasks suited …

Enabling real-time machine learning (ML) model adaptation to previously unseen, but highly
specific contexts and environments can vastly extend the capability of mobile and ubiquitous …