Publications

Conference Publication

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Image generation using continuous filter atoms

Ze Wang*, Seunghyun Hwang*, Zichen Miao, Qiang Qiu, Neural Information Processing Systems (NeurIPS), 2021

Co-first Author

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Large-Scale Flight Frequency Optimization with Global Convergence in the US Domestic Air Passegner Markers

Noseong Park, Dongeun Lee, Seunghyun Hwang, Soyoung Kang, Jinsung Jeon, Duanshun Li, Kookjin Lee, Jing Liu Siam International conference on Data Mining proceedings (SDM), 2021

Co-Author

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Neural Partial Differential Equations

Submitted to ICLR 2021

[Final Ratings : 7, 6, 6, 5 on a ten point scale]

First Co-Author

Energy-Based Out-of-Distribution Detection in Medical Image Segmentation

Rebuttal period at CVPR2021

First Co-Author

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Energy-based model for Out-of-Distribution Detection in Deep Medical Image Segmentation

Wonwoo Cho, Seunghyun Hwang, Jaegul Choo, Hwiyoung Kim, Korea Society of Artificial Intelligence in Medicine (KOSAIM), 2020

First Co-Author, Presenter

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Diagnosis of Maxillary Sinusitis in Water’s view based on Deep learning model

Dongmin Choi, Seunghyun Hwang, Sangwook Cho, Minkyu Kim, Byunghan Jang, Hwiyoung Kim, Korea Society of Artificial Intelligence in Medicine (KOSAIM), 2020

Co-author

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Deep Learning-based Fully Automated Detection and Quantification of Acute Infarcts

Seunghyun Hwang, Hwiyoung Kim, Hyug-gi Kim, K. Lee, Jihun Cha, Jungkoo Lee, Hyunsuk Choi, Radiological Society of North America (RSNA), Scientific Section, 2020

First Author, Presenter