Search Results for author: Hunmin Lee

Found 3 papers, 0 papers with code

Real-time Interface Control with Motion Gesture Recognition based on Non-contact Capacitive Sensing

no code implementations5 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.

Gesture Recognition

Robust Convergence in Federated Learning through Label-wise Clustering

no code implementations28 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.

Clustering Federated Learning

A Black-box NLP Classifier Attacker

no code implementations22 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.

Image Classification

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