Search Results for author: Hyun-seok Min

Found 3 papers, 2 papers with code

Neural Bootstrapper

2 code implementations NeurIPS 2021 Minsuk Shin, Hyungjoo Cho, Hyun-seok Min, Sungbin Lim

Bootstrapping has been a primary tool for ensemble and uncertainty quantification in machine learning and statistics.

Active Learning BIG-bench Machine Learning +3

Quantitative Phase Imaging and Artificial Intelligence: A Review

no code implementations6 Jun 2018 YoungJu Jo, Hyungjoo Cho, Sang Yun Lee, Gunho Choi, Geon Kim, Hyun-seok Min, YongKeun Park

Recent advances in quantitative phase imaging (QPI) and artificial intelligence (AI) have opened up the possibility of an exciting frontier.

BIG-bench Machine Learning

Neural Stain-Style Transfer Learning using GAN for Histopathological Images

1 code implementation23 Oct 2017 Hyungjoo Cho, Sungbin Lim, Gunho Choi, Hyun-seok Min

Consequently our model does not only transfers initial stain-styles to the desired one but also prevent the degradation of tumor classifier on transferred images.

General Classification Style Transfer +1

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