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Sung Ju Hwang

KAIST

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Publication

Featured researches published by Sung Ju Hwang.

international conference on machine learning | 2016

Asymmetric multi-task learning based on task relatedness and loss

Giwoong Lee; Eunho Yang; Sung Ju Hwang

international conference on learning representations | 2018

Lifelong Learning with Dynamically Expandable Networks

Jaehong Yoon; Eunho Yang; Jeongtae Lee; Sung Ju Hwang

neural information processing systems | 2018

Joint Active Feature Acquisition and Classification with Variable-Size Set Encoding

Hajin Shim; Sung Ju Hwang; Eunho Yang

neural information processing systems | 2018

DropMax: Adaptive Variational Softmax

Hae Beom Lee; Juho Lee; Saehoon Kim; Eunho Yang; Sung Ju Hwang

neural information processing systems | 2018

Uncertainty-Aware Attention for Reliable Interpretation and Prediction

Jay Heo; Hae Beom Lee; Saehoon Kim; Juho Lee; Kwang Joon Kim; Eunho Yang; Sung Ju Hwang

international conference on machine learning | 2018

Deep Asymmetric Multi-task Feature Learning

Hae Beom Lee; Eunho Yang; Sung Ju Hwang

international conference on learning representations | 2018

DropMax: Adaptive Stochastic Softmax

Hae Beom Lee; Juho Lee; Eunho Yang; Sung Ju Hwang

arXiv: Machine Learning | 2018

Mixed Effect Composite RNN-GP: A Personalized and Reliable Prediction Model for Healthcare.

Ingyo Chung; Saehoon Kim; Juho Lee; Sung Ju Hwang; Eunho Yang

arXiv: Machine Learning | 2018

Adaptive Network Sparsification via Dependent Variational Beta-Bernoulli Dropout.

Juho Lee; Saehoon Kim; Jaehong Yoon; Hae Beom Lee; Eunho Yang; Sung Ju Hwang

arXiv: Learning | 2017

Why Pay More When You Can Pay Less: A Joint Learning Framework for Active Feature Acquisition and Classification.

Hajin Shim; Sung Ju Hwang; Eunho Yang

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Collaboration

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Eunho Yang

KAIST

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Hae Beom Lee

Ulsan National Institute of Science and Technology

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Juho Lee

University of Oxford

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Saehoon Kim

Pohang University of Science and Technology

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Giwoong Lee

Ulsan National Institute of Science and Technology

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Jaehong Yoon

Ulsan National Institute of Science and Technology

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Jay Heo

Ulsan National Institute of Science and Technology

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Jeongtae Lee

Ulsan National Institute of Science and Technology

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Kwang Joon Kim

Yonsei University

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