Search Results - "Heo, Jay"

Event Prediction Model Considering Time and Input Error Using Electronic Medical Records in the Intensive Care Unit: Retrospective Study by Sung, MinDong, Hahn, Sangchul, Han, Chang Hoon, Lee, Jung Mo, Lee, Jayoung, Yoo, Jinkyu, Heo, Jay, Kim, Young Sam, Chung, Kyung Soo

“…Background In the era of artificial intelligence, event prediction models are abundant. However, considering the limitation of the electronic medical…”
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Cost-effective Interactive Attention Learning with Neural Attention Processes by Heo, Jay, Park, Junhyeon, Jeong, Hyewon, Kim, Kwang Joon, Lee, Juho, Yang, Eunho, Hwang, Sung Ju

“…We propose a novel interactive learning framework which we refer to as Interactive Attention Learning (IAL), in which the human supervisors interactively…”
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Uncertainty-Aware Attention for Reliable Interpretation and Prediction by Heo, Jay, Lee, Hae Beom, Kim, Saehoon, Lee, Juho, Kim, Kwang Joon, Yang, Eunho, Hwang, Sung Ju

“…Attention mechanism is effective in both focusing the deep learning models on relevant features and interpreting them. However, attentions may be unreliable…”
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