Junghyo Sohn

According to our database, Junghyo Sohn authored at least 7 papers between 2021 and 2026.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of five.

2026

SAM-TXD: SAM with Text-Guided Diffusion for Refined Medical Image Segmentation.

Seunghee Yoo, Junghyo Sohn, Kwanseok Oh, Heung-Il Suk

Proceedings of the 23rd IEEE International Symposium on Biomedical Imaging, 2026

2025

Deep Geometric Learning With Monotonicity Constraints for Alzheimer's Disease Progression.

Seungwoo Jeong, Wonsik Jung, Junghyo Sohn, Heung-Il Suk

IEEE Trans. Neural Networks Learn. Syst., April, 2025

ExpertDiff: Head-less Model Reprogramming with Diffusion Classifiers for Out-of-Distribution Generalization.

Jee Seok Yoon, Junghyo Sohn, Wootaek Jeong, Heung-Il Suk

Proceedings of the Thirty-Fourth International Joint Conference on Artificial Intelligence, 2025

Quantized Factor Identifiable Causal Effect Variational Autoencoder.

Sujeong Song, Junghyo Sohn, Eunsong Kang, Heung-Il Suk

Proceedings of the 34th ACM International Conference on Information and Knowledge Management, 2025

Frequency-Conditioned Diffusion Models for Time Series Generation.

Seungwoo Jeong, Junghyo Sohn, Jaehyun Jeon, Heung-Il Suk

Proceedings of the 34th ACM International Conference on Information and Knowledge Management, 2025

2022

Deep Geometrical Learning for Alzheimer's Disease Progression Modeling.

Seungwoo Jeong, Wonsik Jung, Junghyo Sohn, Heung-Il Suk

Proceedings of the IEEE International Conference on Data Mining, 2022

2021

Fine-Grained Attention for Weakly Supervised Object Localization.

Junghyo Sohn, Eunjin Jeon, Wonsik Jung, Eunsong Kang, Heung-Il Suk

CoRR, 2021