Analysis of Task Transferability in Large Pre-trained Classifiers. - Akshay Mehra; Yunbei Zhang; Jihun Hamm (CoRR, 2023)

Can Domain Adaptation Improve Accuracy and Fairness of Skin Lesion Classification? - Janet Wang; Yunbei Zhang; Zhengming Ding; Jihun Hamm (CoRR, 2023)

Test-time Assessment of a Model's Performance on Unseen Domains via Optimal Transport. - Akshay Mehra; Yunbei Zhang; Jihun Hamm (CVPR Workshops, 2024)

Achieving Reliable and Fair Skin Lesion Diagnosis via Unsupervised Domain Adaptation. - Janet Wang; Yunbei Zhang; Zhengming Ding; Jihun Hamm (CVPR Workshops, 2024)

Understanding the Transferability of Representations via Task-Relatedness. - Akshay Mehra; Yunbei Zhang; Jihun Hamm (NeurIPS, 2024)

On the Fly Neural Style Smoothing for Risk-Averse Domain Generalization. - Akshay Mehra; Yunbei Zhang; Bhavya Kailkhura; Jihun Hamm (WACV, 2024)

Dynamic Domains, Dynamic Solutions: DPCore for Continual Test-Time Adaptation. - Yunbei Zhang; Akshay Mehra; Jihun Hamm (CoRR, 2024)

OT-VP: Optimal Transport-Guided Visual Prompting for Test-Time Adaptation. - Yunbei Zhang; Akshay Mehra; Jihun Hamm (WACV, 2025)

Visual Variational Autoencoder Prompt Tuning. - Xi Xiao; Yunbei Zhang; Yanshuh Li; Xingjian Li 002; Tianyang Wang; Jihun Hamm; Xiao Wang 004; Min Xu 009 (CoRR, 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 002; Xiao Wang 004; Hao Xu; Tianming Liu; et al. (CoRR, 2025)

Doctor Approved: Generating Medically Accurate Skin Disease Images through AI-Expert Feedback. - Janet Wang; Yunbei Zhang; Zhengming Ding; Jihun Hamm (CoRR, 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, 2025)

Visual Instance-aware Prompt Tuning. - Xi Xiao; Yunbei Zhang; Xingjian Li 002; Tianyang Wang; Xiao Wang 004; Yuxiang Wei; Jihun Hamm; Min Xu 009 (CoRR, 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 004; Swalpa Kumar Roy; Hao Xu; Tianyang Wang (CoRR, 2025)