Search Results for author: Keondo Park

Found 2 papers, 1 papers with code

Federated Semi-Supervised Learning with Prototypical Networks

1 code implementation27 May 2022 Woojung Kim, Keondo Park, Kihyuk Sohn, Raphael Shu, Hyung-Sin Kim

Compared to a FSSL approach based on weight sharing, the prototype-based inter-client knowledge sharing significantly reduces both communication and computation costs, enabling more frequent knowledge sharing between more clients for better accuracy.

Federated Learning

Real-time Mask Detection on Google Edge TPU

no code implementations9 Oct 2020 Keondo Park, Wonyoung Jang, Woochul Lee, Kisung Nam, Kihong Seong, Kyuwook Chai, Wen-Syan Li

After the COVID-19 outbreak, it has become important to automatically detect whether people are wearing masks in order to reduce risk of front-line workers.

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