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BiasEnsemble: Revisiting the Importance of Amplifying Bias for Debiasing



Jungsoo Lee , Jeonghoon Park , Daeyoung Kim , Juyoung Lee , Edward Choi , Jaegul Choo


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Unconditional Image-Text Pair Generation with Multimodal Cross Quantizer



Hyungyung Lee , Sungjin Park , Edward Choi

* ICLR 2022 workshop on Deep Generative Models for Highly Structured Data 

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Lead-agnostic Self-supervised Learning for Local and Global Representations of Electrocardiogram



Jungwoo Oh , Hyunseung Chung , Joon-myoung Kwon , Dong-gyun Hong , Edward Choi

* Accepted at CHIL 2022 (16 pages, 3 figures, 4 tables) 

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Graph-Text Multi-Modal Pre-training for Medical Representation Learning



Sungjin Park , Seongsu Bae , Jiho Kim , Tackeun Kim , Edward Choi

* To appear in Proceedings of the Conference on Health, Inference, and Learning (CHIL 2022) 

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Uncertainty-Aware Text-to-Program for Question Answering on Structured Electronic Health Records



Daeyoung Kim , Seongsu Bae , Seungho Kim , Edward Choi

* Accepted into CHIL 2022 

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Real-Time Seizure Detection using EEG: A Comprehensive Comparison of Recent Approaches under a Realistic Setting



Kwanhyung Lee , Hyewon Jeong , Seyun Kim , Donghwa Yang , Hoon-Chul Kang , Edward Choi

* Real-Time Seizure Detection with EEG 

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Continuous-Time Video Generation via Learning Motion Dynamics with Neural ODE



Kangyeol Kim , Sunghyun Park , Junsoo Lee , Joonseok Lee , Sookyung Kim , Jaegul Choo , Edward Choi

* 24 pages; Accepted to BMVC 2021 

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Translation-equivariant Image Quantizer for Bi-directional Image-Text Generation



Woncheol Shin , Gyubok Lee , Jiyoung Lee , Joonseok Lee , Edward Choi


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Unifying Heterogenous Electronic Health Records Systems via Text-Based Code Embedding



Kyunghoon Hur , Jiyoung Lee , Jungwoo Oh , Wesley Price , Young-Hak Kim , Edward Choi

* v1: Main paper + supplementary material (14 pages, 5 figures, 9 tables) This is a condensed version of arXiv:2108.03625 

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