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


Mar 14, 2022
Daeyoung Kim, Seongsu Bae, Seungho Kim, Edward Choi

* Accepted into CHIL 2022 

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Question Answering for Complex Electronic Health Records Database using Unified Encoder-Decoder Architecture


Nov 14, 2021
Seongsu Bae, Daeyoung Kim, Jiho Kim, Edward Choi

* Proc. of Machine Learning for Health (ML4H) 2021 (Oral Spotlight) 

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RankingMatch: Delving into Semi-Supervised Learning with Consistency Regularization and Ranking Loss


Oct 09, 2021
Trung Q. Tran, Mingu Kang, Daeyoung Kim


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The effectiveness of feature attribution methods and its correlation with automatic evaluation scores


Jun 23, 2021
Giang Nguyen, Daeyoung Kim, Anh Nguyen


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STYLER: Style Factor Modeling with Rapidity and Robustness via Speech Decomposition for Expressive and Controllable Neural Text to Speech


Apr 04, 2021
Keon Lee, Kyumin Park, Daeyoung Kim

* 5 pages, 2 figures, Submitted to Interspeech 2021 

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STYLER: Style Modeling with Rapidity and Robustness via SpeechDecomposition for Expressive and Controllable Neural Text to Speech


Mar 17, 2021
Keon Lee, Kyumin Park, Daeyoung Kim

* 5 pages, 2 figures, Submitted to Interspeech 2021 

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CAP-GAN: Towards Adversarial Robustness with Cycle-consistent Attentional Purification


Feb 17, 2021
Mingu Kang, Trung Quang Tran, Seungju Cho, Daeyoung Kim


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QuickBrowser: A Unified Model to Detect and Read Simple Object in Real-time


Feb 15, 2021
Thao Do, Daeyoung Kim


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CAP-GAN: Towards_Adversarial_Robustness_with_Cycle-consistent_Attentional_Purification


Feb 15, 2021
Mingu Kang, Trung Quang Tran, Seungju Cho, Daeyoung Kim


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ReRankMatch: Semi-Supervised Learning with Semantics-Oriented Similarity Representation


Feb 12, 2021
Trung Quang Tran, Mingu Kang, Daeyoung Kim


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Adversarial Optimal Transport Through The Convolution Of Kernels With Evolving Measures


Jun 09, 2020
Daeyoung Kim, Esteban G. Tabak


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Explaining How Deep Neural Networks Forget by Deep Visualization


May 03, 2020
Giang Nguyen, Shuan Chen, Tae Joon Jun, Daeyoung Kim

* 9 pages, 4 figures, 1 table. arXiv admin note: substantial text overlap with arXiv:2001.01578 

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Simple Multi-Resolution Representation Learning for Human Pose Estimation


Apr 14, 2020
Trung Q. Tran, Giang V. Nguyen, Daeyoung Kim


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Smart Inference for Multidigit Convolutional Neural Network based Barcode Decoding


Apr 14, 2020
Thao Do, Yalew Tolcha, Tae Joon Jun, Daeyoung Kim


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Applying Tensor Decomposition to image for Robustness against Adversarial Attack


Mar 05, 2020
Seungju Cho, Tae Joon Jun, Mingu Kang, Daeyoung Kim


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Unbalanced GANs: Pre-training the Generator of Generative Adversarial Network using Variational Autoencoder


Feb 06, 2020
Hyungrok Ham, Tae Joon Jun, Daeyoung Kim


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Dissecting Catastrophic Forgetting in Continual Learning by Deep Visualization


Jan 07, 2020
Giang Nguyen, Shuan Chen, Thao Do, Tae Joon Jun, Ho-Jin Choi, Daeyoung Kim

* 8 pages, 6 figures, 3 tables 

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ContCap: A comprehensive framework for continual image captioning


Sep 19, 2019
Giang Nguyen, Tae Joon Jun, Trung Tran, Daeyoung Kim

* 9 pages, 5 figures 

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DAPAS : Denoising Autoencoder to Prevent Adversarial attack in Semantic Segmentation


Aug 18, 2019
Seung Ju Cho, Tae Joon Jun, Byungsoo Oh, Daeyoung Kim

* 8 pages, 8 figures 

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TRk-CNN: Transferable Ranking-CNN for image classification of glaucoma, glaucoma suspect, and normal eyes


May 16, 2019
Tae Joon Jun, Youngsub Eom, Dohyeun Kim, Cherry Kim, Ji-Hye Park, Hoang Minh Nguyen, Daeyoung Kim

* 49 pages, 12 figures 

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T-Net: Encoder-Decoder in Encoder-Decoder architecture for the main vessel segmentation in coronary angiography


May 10, 2019
Tae Joon Jun, Jihoon Kweon, Young-Hak Kim, Daeyoung Kim

* 42 pages, 18 figures 

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Tournament Based Ranking CNN for the Cataract grading


Jul 07, 2018
Dohyeun Kim, Tae Joon Jun, Daeyoung Kim, Youngsub Eom

* Submitted to ACCV 2018 

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2sRanking-CNN: A 2-stage ranking-CNN for diagnosis of glaucoma from fundus images using CAM-extracted ROI as an intermediate input


Jul 04, 2018
Tae Joon Jun, Dohyeun Kim, Hoang Minh Nguyen, Daeyoung Kim, Youngsub Eom

* Accepted at BMVC 2018 

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Automated diagnosis of pneumothorax using an ensemble of convolutional neural networks with multi-sized chest radiography images


Apr 18, 2018
Tae Joon Jun, Dohyeun Kim, Daeyoung Kim

* Submitted to journal 

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Automated detection of vulnerable plaque in intravascular ultrasound images


Apr 18, 2018
Tae Joon Jun, Soo-Jin Kang, June-Goo Lee, Jihoon Kweon, Wonjun Na, Daeyoun Kang, Dohyeun Kim, Daeyoung Kim, Young-Hak Kim

* Submitted to journal 

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ECG arrhythmia classification using a 2-D convolutional neural network


Apr 18, 2018
Tae Joon Jun, Hoang Minh Nguyen, Daeyoun Kang, Dohyeun Kim, Daeyoung Kim, Young-Hak Kim

* Submitted to journal 

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