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Bonggun Shin

Learning From Drift: Federated Learning on Non-IID Data via Drift Regularization

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Sep 13, 2023
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Phase-shifted Adversarial Training

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Jan 12, 2023
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Improving group robustness under noisy labels using predictive uncertainty

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Dec 14, 2022
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In Defense of Core-set: A Density-aware Core-set Selection for Active Learning

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Jun 13, 2022
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Improving evidential deep learning via multi-task learning

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Dec 17, 2021
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An Interpretable Framework for Drug-Target Interaction with Gated Cross Attention

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Sep 17, 2021
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Controlled Molecule Generator for Optimizing Multiple Chemical Properties

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Oct 26, 2020
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Self-Attention Based Molecule Representation for Predicting Drug-Target Interaction

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Aug 15, 2019
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The Pupil Has Become the Master: Teacher-Student Model-Based Word Embedding Distillation with Ensemble Learning

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May 31, 2019
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Multimodal Ensemble Approach to Incorporate Various Types of Clinical Notes for Predicting Readmission

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May 31, 2019
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