Yunsung Chung

According to our database, Yunsung Chung authored at least 4 papers between 2023 and 2025.

Collaborative distances:

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

2025

SoK: Can Synthetic Images Replace Real Data? A Survey of Utility and Privacy of Synthetic Image Generation.

Yunsung Chung, Yunbei Zhang, Nassir Marrouche, Jihun Hamm

CoRR, June, 2025

2024

From Majority to Minority: A Diffusion-Based Augmentation for Underrepresented Groups in Skin Lesion Analysis.

Janet Wang, Yunsung Chung, Zhengming Ding, Jihun Hamm

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

Bridging the Gap: Synthetic Data Augmentation through Inversion and Distribution Matching for Few-shot Learning.

Yunsung Chung, Janet Wang, Jihun Hamm

Proceedings of the 4th International Conference on AI-ML Systems, 2024

2023

FBA-Net: Foreground and Background Aware Contrastive Learning for Semi-Supervised Atrium Segmentation.

Yunsung Chung, Chanho Lim, Chao Huang, Nassir Marrouche, Jihun Hamm

Proceedings of the Medical Image Learning with Limited and Noisy Data, 2023