2 papers
cs.LG2024
Effective Heterogeneous Federated Learning via Efficient Hypernetwork-based Weight Generation
Yujin Shin, Kichang Lee, Sungmin Lee +3
While federated learning leverages distributed client resources, it faces challenges due to heterogeneous client capabilities. This necessitates allocating models suited to clients…
cs.CV2023
SlAction: Non-intrusive, Lightweight Obstructive Sleep Apnea Detection using Infrared Video
You Rim Choi, Gyeongseon Eo, Wonhyuck Youn +5
Obstructive sleep apnea (OSA) is a prevalent sleep disorder affecting approximately one billion people world-wide. The current gold standard for diagnosing OSA, Polysomnography (PS…