Search Results for author: Woongkyu Lee

Found 2 papers, 1 papers with code

Learning from distinctive candidates to optimize reduced-precision convolution program on tensor cores

no code implementations11 Feb 2022 Junkyeong Choi, Hyucksung Kwon, Woongkyu Lee, Jungwook Choi, Jieun Lim

In this method, we devise a search space that explores the thread tile and warp sizes to increase the data reuse despite a large matrix operand of reduced-precision MMA.

Scheduling

Thermal Face Detection for High-Speed AI Thermometer

1 code implementation 2021 7th IEEE International Conference on Network Intelligence and Digital Content (IC-NIDC) 2022 Woongkyu Lee, Hyucksung Kwon, Jungwook Choi

However, the computation-demanding nature of DNNs, along with the time-consuming fusion of video and thermal camera frames, raises hurdles for the cost-effective deployment of such AI thermometer systems.

Face Detection object-detection +2

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