no code implementations • 5 Jan 2022 • Hunmin Lee, Jaya Krishna Mandivarapu, Nahom Ogbazghi, Yingshu Li
Capacitive sensing is a prominent technology that is cost-effective and low power consuming with fast recognition speed compared to existing sensing systems.
no code implementations • 28 Dec 2021 • Hunmin Lee, Yueyang Liu, Donghyun Kim, Yingshu Li
Non-IID dataset and heterogeneous environment of the local clients are regarded as a major issue in Federated Learning (FL), causing a downturn in the convergence without achieving satisfactory performance.
no code implementations • 22 Dec 2021 • Yueyang Liu, Hunmin Lee, Zhipeng Cai
Deep neural networks have a wide range of applications in solving various real-world tasks and have achieved satisfactory results, in domains such as computer vision, image classification, and natural language processing.