Sewon Kim

Publication Activity (10 Years)

Years Active: 2015-2024
Publications (10 Years): 14

Top Topics

Medical Image Segmentation

Domain Adaptation

Top Venues

Publications

Hanjoon Kim, Younggeun Choi, Junyoung Park, Byeongwook Bae, Hyunmin Jeong, Sang Min Lee, Jeseung Yeon, Minho Kim, Changjae Park, Boncheol Gu, Changman Lee, Jaeick Bae, SungGyeong Bae, Yojung Cha, Wooyoung Choe, Jonguk Choi, Juho Ha, Hyuck Han, Namoh Hwang, Seokha Hwang, Kiseok Jang, Haechan Je, Hojin Jeon, Jaewoo Jeon, Hyunjun Jeong, Yeonsu Jung, Dongok Kang, Hyewon Kim, Minjae Kim, Muhwan Kim, Sewon Kim, Suhyung Kim, Won Kim, Yong Kim, Youngsik Kim, Younki Ku, Jeong Ki Lee, Juyun Lee, Kyungjae Lee, Seokho Lee, Minwoo Noh, Hyuntaek Oh, Gyunghee Park, Sanguk Park, Jimin Seo, Jungyoung Seong, June Paik, Nuno P. Lopes, Sungjoo Yoo
TCP: A Tensor Contraction Processor for AI Workloads Industrial Product. ISCA (2024)
YongKyung Oh, Chiehyeon Lim, Junghye Lee, Sewon Kim, Sungil Kim
Multichannel convolution neural network for gas mixture classification. Ann. Oper. Res. 339 (1-2) (2024)
Hyungseob Shin, Hyeongyu Kim, Sewon Kim, Yohan Jun, Taejoon Eo, Dosik Hwang
SDC-UDA: Volumetric Unsupervised Domain Adaptation Framework for Slice-Direction Continuous Cross-Modality Medical Image Segmentation. CoRR (2023)
Hyungseob Shin, Hyeongyu Kim, Sewon Kim, Yohan Jun, Taejoon Eo, Dosik Hwang
SDC-UDA: Volumetric Unsupervised Domain Adaptation Framework for Slice-Direction Continuous Cross-Modality Medical Image Segmentation. CVPR (2023)
Daeseong Kim, Haanju Yoo, Sewon Kim
An Automatic ICD Coding Network Using Partition-Based Label Attention. CoRR (2022)
Hyungseob Shin, Hyeongyu Kim, Sewon Kim, Yohan Jun, Taejoon Eo, Dosik Hwang
COSMOS: Cross-Modality Unsupervised Domain Adaptation for 3D Medical Image Segmentation based on Target-aware Domain Translation and Iterative Self-Training. CoRR (2022)
Sewon Kim, Hanbyol Jang, Seokjun Hong, Yeong Sang Hong, Won C. Bae, Sungjun Kim, Dosik Hwang
Fat-saturated image generation from multi-contrast MRIs using generative adversarial networks with Bloch equation-based autoencoder regularization. Medical Image Anal. 73 (2021)
Jeong Ryong Lee, Sewon Kim, Inyong Park, Taejoon Eo, Dosik Hwang
Relevance-CAM: Your Model Already Knows Where To Look. CVPR (2021)
Patricia M. Johnson, Geunu Jeong, Kerstin Hammernik, Jo Schlemper, Chen Qin, Jinming Duan, Daniel Rueckert, Jingu Lee, Nicola Pezzotti, Elwin de Weerdt, Sahar Yousefi, Mohamed S. Elmahdy, Jeroen Hendrikus Franciscus Van Gemert, Christophe Schülke, Mariya Doneva, Tim Nielsen, Sergey Kastryulin, Boudewijn P. F. Lelieveldt, Matthias J. P. van Osch, Marius Staring, Eric Z. Chen, Puyang Wang, Xiao Chen, Terrence Chen, Vishal M. Patel, Shanhui Sun, Hyungseob Shin, Yohan Jun, Taejoon Eo, Sewon Kim, Taeseong Kim, Dosik Hwang, Patrick Putzky, Dimitrios Karkalousos, Jonas Teuwen, Nikita Miriakov, Bart Bakker, Matthan W. A. Caan, Max Welling, Matthew J. Muckley, Florian Knoll
Evaluation of the Robustness of Learned MR Image Reconstruction to Systematic Deviations Between Training and Test Data for the Models from the fastMRI Challenge. MLMIR@MICCAI (2021)
Junsik Eom, In Yong Park, Sewon Kim, Hanbyol Jang, Sanggeon Park, Yeowool Huh, Dosik Hwang
Deep-learned spike representations and sorting via an ensemble of auto-encoders. Neural Networks 134 (2021)
Hyungseob Shin, Hyeongyu Kim, Sewon Kim, Yohan Jun, Taejoon Eo, Dosik Hwang
Self-Training Based Unsupervised Cross-Modality Domain Adaptation for Vestibular Schwannoma and Cochlea Segmentation. CoRR (2021)
Junsik Eom, Hanbyol Jang, Sewon Kim, Jinseong Jang, Dosik Hwang
Study on discrimination of Alzheimer's disease states using an ensemble neural network's model. Medical Imaging: Computer-Aided Diagnosis (2019)
Young Han Lee, Sewon Kim, Jin-Suck Suh, Dosik Hwang
Learning Radiologist's Step-by-Step Skill for Cervical Spinal Injury Examination: Line Drawing, Prevertebral Soft Tissue Thickness Measurement, and Swelling Detection. IEEE Access 6 (2018)
Jihun Oh, Gyehyun Kim, Jaesung Lee, Min-Su Cheon, Yongsup Park, Sewon Kim, Jonghyon Yi, Ho Yun Lee
Automated detection of bone metastatic changes using serial CT scans. Comput. Medical Imaging Graph. 58 (2017)
Chaewon Ham, Jiwoo Kim, Seojung Ahn, Yebin Kim, Sewon Kim, Taeseon Yoon
Analysis of gene mutation that cause lung cancer by using data miningand study of common remedy. CIBCB (2015)