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Yunbei Zhang

Ph.D. Student
Tulane University
yzhang111@tulane.edu


About Me

Hi, I’m Yunbei Zhang, a third-year Ph.D. student in the Department of Computer Science at Tulane University, advised by Prof. Jihun Hamm. I received B.S. in Mathematics from Osaka University in Japan, advised by Prof. Masaaki Wada.

Research Interests

News

Publications

  1. NeurIPS'24
    Understanding the Transferability of Representations via Task-Relatedness
    Akshay Mehra, Yunbei Zhang, Jihun Hamm
    Neural Information Processing Systems (NeurIPS), 2024.
    PDF Code

  2. WACV'25
    OT-VP: Optimal Transport-guided Visual Prompting for Test-Time Adaptation
    Yunbei Zhang, Akshay Mehra, Jihun Hamm
    IEEE/CVF Winter Conference on Applications of Computer Vision (WACV), 2025.
    PDF Code Early Accept

  3. Preprint
    Dynamic Domains, Dynamic Solutions: DPCore for Continual Test-Time Adaptation
    Yunbei Zhang, Akshay Mehra, Jihun Hamm
    PDF Code Preprint, under review.

  4. CVPRW'24
    Test-time Assessment of a Model's Performance on Unseen Domains via Optimal Transport
    Akshay Mehra, Yunbei Zhang, Jihun Hamm
    2024 IEEE CVPR Workshop on Fair, Data-efficient, and Trusted Computer Vision.
    PDF Code

  5. CVPRW'24
    Achieving Reliable and Fair Skin Lesion Diagnosis via Unsupervised Domain Adaptation
    Janet Wang, Yunbei Zhang, Zhengming Ding, Jihun Hamm
    2024 IEEE CVPR Workshop on Domain adaptation, Explainability, Fairness in AI for Medical Image Analysis.
    PDF

  6. WACV'24
    On the Fly Neural Style Smoothing for Risk-Averse Domain Generalization
    Akshay Mehra, Yunbei Zhang, Bhavya Kailkhura, Jihun Hamm
    IEEE/CVF Winter Conference on Applications of Computer Vision (WACV), 2024.
    PDF Code Early Accept

Honors and Awards

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