Gitaek Kwon

According to our database, Gitaek Kwon authored at least 9 papers between 2020 and 2026.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2026

JustRAIGS: Justified Referral in AI Glaucoma Screening Challenge.

Yeganeh Madadi, Hina Raja, Koenraad A. Vermeer, Hans G. Lemij, Xiaoqin Huang, Eunjin Kim, Seunghoon Lee, Gitaek Kwon, Hyunwoo Kim, Jaeyoung Kim, Adrian Galdran, Miguel Ángel González Ballester, Dan Presil, Kristhian Aguilar, Victor Cavalcante, Celso B. Carvalho, Waldir Sabino da Silva Júnior, Mateus Oliveira, Hui Lin, Charilaos Apostolidis, Aggelos K. Katsaggelos, Tomasz Kubrak, Ángela Casado-García, Jónathan Heras, Marcos Ortega, Lucía Ramos, Philippe Zhang, Yihao Li, Jing Zhang, Weili Jiang, Pierre-Henri Conze, Mathieu Lamard, Gwenolé Quellec, Mostafa El Habib Daho, Madukuri Shaurya, Anumeha Varma, Monika Agrawal, Siamak Yousefi

IEEE Trans. Medical Imaging, January, 2026

2024

DRAC 2022: A public benchmark for diabetic retinopathy analysis on ultra-wide optical coherence tomography angiography images.

Bo Qian, Hao Chen, Xiangning Wang, Zhouyu Guan, Tingyao Li, Yixiao Jin, Yilan Wu, Yang Wen, Haoxuan Che, Gitaek Kwon, Jaeyoung Kim, Sungjin Choi, Seoyoung Shin, Felix Krause, Markus Unterdechler, Junlin Hou, Rui Feng, Yihao Li, Mostafa El Habib Daho, Dawei Yang, Bin Sheng

Patterns, March, 2024

Semi-supervised Segmentation Through Rival Networks Collaboration with Saliency Map in Diabetic Retinopathy.

Eunjin Kim, Gitaek Kwon, Jaeyoung Kim, Hyunjin Park

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2024, 2024

Multi-Stage Region-Based Neural Networks for Fine-Grained Glaucoma Screening.

Eunjin Kim, Seunghoon Lee, Gitaek Kwon, Hyunwoo Kim, Jaeyoung Kim

Proceedings of the IEEE International Symposium on Biomedical Imaging, 2024

2023

Effect of Contrast Level and Image Format on a Deep Learning Algorithm for the Detection of Pneumothorax with Chest Radiography.

Myeong Seong Yoon, Gitaek Kwon, Jaehoon Oh, Jongbin Ryu, Jongwoo Lim, Bokyeong Kang, Juncheol Lee, Dongkyoon Han

J. Digit. Imaging, June, 2023

DRAC: Diabetic Retinopathy Analysis Challenge with Ultra-Wide Optical Coherence Tomography Angiography Images.

Bo Qian, Hao Chen, Xiangning Wang, Haoxuan Che, Gitaek Kwon, Jaeyoung Kim, Sungjin Choi, Seoyoung Shin, Felix Krause, Markus Unterdechler, Junlin Hou, Rui Feng, Yihao Li, Mostafa El Habib Daho, Qiang Wu, Ping Zhang, Xiaokang Yang, Yiyu Cai, Weiping Jia, Huating Li, Bin Sheng

CoRR, 2023

Improving Out-of-Distribution Detection Performance using Synthetic Outlier Exposure Generated by Visual Foundation Models.

Gitaek Kwon, Jaeyoung Kim, Hongjun Choi, Byung-Moo Yoon, Sungchul Choi, Kyu-Hwan Jung

Proceedings of the 34th British Machine Vision Conference 2023, 2023

2022

Bag of Tricks for Developing Diabetic Retinopathy Analysis Framework to Overcome Data Scarcity.

Gitaek Kwon, Eunjin Kim, Sunho Kim, Seongwon Bak, Minsung Kim, Jaeyoung Kim

Proceedings of the Mitosis Domain Generalization and Diabetic Retinopathy Analysis, 2022

2020

Generalized Convolutional Forest Networks for Domain Generalization and Visual Recognition.

Jongbin Ryu, Gitaek Kwon, Ming-Hsuan Yang, Jongwoo Lim

Proceedings of the 8th International Conference on Learning Representations, 2020