Yunbei Zhang

According to our database, Yunbei Zhang authored at least 15 papers between 2023 and 2025.

Collaborative distances:

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

2025

eSkinHealth: A Multimodal Dataset for Neglected Tropical Skin Diseases.

Janet Wang, Xin Hu, Yunbei Zhang, Diabate Almamy, Vagamon Bamba, Konan Amos Sébastien Koffi, Koffi Aubin Yao, Zhengming Ding, Jihun Hamm, Rie Roselyne Yotsu

CoRR, August, 2025

RoadBench: A Vision-Language Foundation Model and Benchmark for Road Damage Understanding.

Xi Xiao, Yunbei Zhang, Janet Wang, Lin Zhao, Yuxiang Wei, Hengjia Li, Yanshu Li, Xiao Wang, Swalpa Kumar Roy, Hao Xu, Tianyang Wang

CoRR, July, 2025

Visual Instance-aware Prompt Tuning.

Xi Xiao, Yunbei Zhang, Xingjian Li, Tianyang Wang, Xiao Wang, Yuxiang Wei, Jihun Hamm, Min Xu

CoRR, July, 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

Doctor Approved: Generating Medically Accurate Skin Disease Images through AI-Expert Feedback.

Janet Wang, Yunbei Zhang, Zhengming Ding, Jihun Hamm

CoRR, June, 2025

Describe Anything in Medical Images.

Xi Xiao, Yunbei Zhang, Thanh-Huy Nguyen, Ba Thinh Lam, Janet Wang, Lin Zhao, Jihun Hamm, Tianyang Wang, Xingjian Li, Xiao Wang, Hao Xu, Tianming Liu, Min Xu

CoRR, May, 2025

Visual Variational Autoencoder Prompt Tuning.

Xi Xiao, Yunbei Zhang, Yanshuh Li, Xingjian Li, Tianyang Wang, Jihun Hamm, Xiao Wang, Min Xu

CoRR, March, 2025

OT-VP: Optimal Transport-Guided Visual Prompting for Test-Time Adaptation.

Yunbei Zhang, Akshay Mehra, Jihun Hamm

Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision, 2025

2024

Dynamic Domains, Dynamic Solutions: DPCore for Continual Test-Time Adaptation.

Yunbei Zhang, Akshay Mehra, Jihun Hamm

CoRR, 2024

On the Fly Neural Style Smoothing for Risk-Averse Domain Generalization.

Akshay Mehra, Yunbei Zhang, Bhavya Kailkhura, Jihun Hamm

Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision, 2024

Understanding the Transferability of Representations via Task-Relatedness.

Akshay Mehra, Yunbei Zhang, Jihun Hamm

Proceedings of the Advances in Neural Information Processing Systems 38: Annual Conference on Neural Information Processing Systems 2024, 2024

Achieving Reliable and Fair Skin Lesion Diagnosis via Unsupervised Domain Adaptation.

Janet Wang, Yunbei Zhang, Zhengming Ding, Jihun Hamm

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024

Test-time Assessment of a Model's Performance on Unseen Domains via Optimal Transport.

Akshay Mehra, Yunbei Zhang, Jihun Hamm

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024

2023

Can Domain Adaptation Improve Accuracy and Fairness of Skin Lesion Classification?

Janet Wang, Yunbei Zhang, Zhengming Ding, Jihun Hamm

CoRR, 2023

Analysis of Task Transferability in Large Pre-trained Classifiers.

Akshay Mehra, Yunbei Zhang, Jihun Hamm

CoRR, 2023