Dou Hoon Kwark

According to our database, Dou Hoon Kwark authored at least 5 papers between 2025 and 2026.

Collaborative distances:

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

2026

Anatomy of a failure: When, how, and why deep vision fails in scientific domains.

Ji-Hun Oh, Dou Hoon Kwark, Kianoush Falahkheirkhah, Kevin Yeh, John C. Cheville, Volodymyr Kindratenko, Rohit Bhargava

CoRR, May, 2026

2025

Exploring the Equivalence of Closed-Set Generative and Real Data Augmentation in Image Classification.

Haowen Wang, Guowei Zhang, Xiang Zhang, Zeyuan Chen, Haiyang Xu, Dou Hoon Kwark, Zhuowen Tu

CoRR, August, 2025

Diff-Ensembler: Learning to Ensemble 2D Diffusion Models for Volume-to-Volume Medical Image Translation.

Xiyue Zhu, Dou Hoon Kwark, Ruike Zhu, Kaiwen Hong, Yiqi Tao, Shirui Luo, Yudu Li, Zhi-Pei Liang, Volodymyr V. Kindratenko

CoRR, January, 2025

Hierarchical Diffusion Framework for Pseudo-healthy Brain MRI Inpainting with Enhanced 3D Consistency.

Dou Hoon Kwark, Shirui Luo, Xiyue Zhu, Yudu Li, Zhi-Pei Liang, Volodymyr V. Kindratenko

Proceedings of the Deep Generative Models - 5th MICCAI Workshop, 2025

Introducing 3D Representation for Dense Volume-to-Volume Translation via Score Fusion.

Xiyue Zhu, Dou Hoon Kwark, Ruike Zhu, Kaiwen Hong, Yiqi Tao, Shirui Luo, Yudu Li, Zhi-Pei Liang, Volodymyr V. Kindratenko

Proceedings of the Forty-second International Conference on Machine Learning, 2025