Search Results for author: Hyungrok Do

Found 3 papers, 3 papers with code

Deep learning-based denoising for fast time-resolved flame emission spectroscopy in high-pressure combustion environment

1 code implementation29 Jul 2022 Taekeun Yoon, Seon Woong Kim, Hosung Byun, Younsik Kim, Campbell D. Carter, Hyungrok Do

For training and testing the CNN, flame chemiluminescence spectra were captured from a stable methane-air flat flame using a portable spectrometer (spectral range: 250 - 850 nm, resolution: 0. 5 nm) with varied equivalence ratio (0. 8 - 1. 2), pressure (1 - 10 bar), and exposure time (0. 05, 0. 2, 0. 4, and 2 s).

Denoising Property Prediction

Fair Generalized Linear Models with a Convex Penalty

1 code implementation18 Jun 2022 Hyungrok Do, Preston Putzel, Axel Martin, Padhraic Smyth, Judy Zhong

In addition, we demonstrate that the fair GLM can generate fair predictions for a range of response variables, other than binary and continuous outcomes.

Binary Classification Fairness

Clear the Fog: Combat Value Assessment in Incomplete Information Games with Convolutional Encoder-Decoders

1 code implementation30 Nov 2018 Hyungu Kahng, Yonghyun Jeong, Yoon Sang Cho, Gonie Ahn, Young Joon Park, Uk Jo, Hankyu Lee, Hyungrok Do, Junseung Lee, Hyunjin Choi, Iljoo Yoon, Hyunjae Lee, Daehun Jun, Changhyeon Bae, Seoung Bum Kim

StarCraft, one of the most popular real-time strategy games, is a compelling environment for artificial intelligence research for both micro-level unit control and macro-level strategic decision making.

Decision Making Starcraft

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