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2020 – today
- 2025
[c6]Yunsung Chung, Yunbei Zhang, Nassir Marrouche, Jihun Hamm:
SoK: Can Synthetic Images Replace Real Data? A Survey of Utility and Privacy of Synthetic Image Generation. USENIX Security Symposium 2025: 139-159- [c5]Yunbei Zhang, Akshay Mehra, Jihun Hamm:
OT-VP: Optimal Transport-Guided Visual Prompting for Test-Time Adaptation. WACV 2025: 1122-1132 - [i15]Xi Xiao, Yunbei Zhang, Yanshuh Li, Xingjian Li, Tianyang Wang, Jihun Hamm, Xiao Wang
, Min Xu:
Visual Variational Autoencoder Prompt Tuning. CoRR abs/2503.17650 (2025) - [i14]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:
Describe Anything in Medical Images. CoRR abs/2505.05804 (2025) - [i13]Janet Wang, Yunbei Zhang, Zhengming Ding, Jihun Hamm:
Doctor Approved: Generating Medically Accurate Skin Disease Images through AI-Expert Feedback. CoRR abs/2506.12323 (2025) - [i12]Yunsung Chung, Yunbei Zhang, Nassir Marrouche, Jihun Hamm:
SoK: Can Synthetic Images Replace Real Data? A Survey of Utility and Privacy of Synthetic Image Generation. CoRR abs/2506.19360 (2025) - [i11]Xi Xiao, Yunbei Zhang, Xingjian Li, Tianyang Wang, Xiao Wang, Yuxiang Wei, Jihun Hamm, Min Xu:
Visual Instance-aware Prompt Tuning. CoRR abs/2507.07796 (2025) - [i10]Xi Xiao, Yunbei Zhang, Janet Wang, Lin Zhao, Yuxiang Wei, Hengjia Li, Yanshu Li, Xiao Wang, Swalpa Kumar Roy, Hao Xu, Tianyang Wang:
RoadBench: A Vision-Language Foundation Model and Benchmark for Road Damage Understanding. CoRR abs/2507.17353 (2025) - [i9]Janet Wang, Xin Hu, Yunbei Zhang, Diabate Almamy, Vagamon Bamba, Konan Amos Sébastien Koffi, Koffi Aubin Yao, Zhengming Ding, Jihun Hamm, Rie Roselyne Yotsu:
eSkinHealth: A Multimodal Dataset for Neglected Tropical Skin Diseases. CoRR abs/2508.18608 (2025) - [i8]Xi Xiao, Yunbei Zhang, Lin Zhao, Yiyang Liu, Xiaoying Liao, Zheda Mai, Xingjian Li, Xiao Wang, Hao Xu, Jihun Hamm, Xue Lin, Min Xu, Qifan Wang, Tianyang Wang, Cheng Han:
Prompt-based Adaptation in Large-scale Vision Models: A Survey. CoRR abs/2510.13219 (2025) - [i7]Zhuxuanzi Wang, Mingqiao Mo, Xi Xiao, Chen Liu, Chenrui Ma, Yunbei Zhang, Xiao Wang, Smita Krishnaswamy, Tianyang Wang:
CTR-LoRA: Curvature-Aware and Trust-Region Guided Low-Rank Adaptation for Large Language Models. CoRR abs/2510.15962 (2025) - 2024
- [c4]Akshay Mehra, Yunbei Zhang, Jihun Hamm:
Test-time Assessment of a Model's Performance on Unseen Domains via Optimal Transport. CVPR Workshops 2024: 173-182 - [c3]Janet Wang, Yunbei Zhang, Zhengming Ding, Jihun Hamm:
Achieving Reliable and Fair Skin Lesion Diagnosis via Unsupervised Domain Adaptation. CVPR Workshops 2024: 5157-5166 - [c2]Akshay Mehra, Yunbei Zhang, Jihun Hamm:
Understanding the Transferability of Representations via Task-Relatedness. NeurIPS 2024 - [c1]Akshay Mehra, Yunbei Zhang, Bhavya Kailkhura, Jihun Hamm:
On the Fly Neural Style Smoothing for Risk-Averse Domain Generalization. WACV 2024: 3788-3799 - [i6]Akshay Mehra, Yunbei Zhang, Jihun Hamm:
Test-time Assessment of a Model's Performance on Unseen Domains via Optimal Transport. CoRR abs/2405.01451 (2024) - [i5]Yunbei Zhang, Akshay Mehra, Jihun Hamm:
Dynamic Domains, Dynamic Solutions: DPCore for Continual Test-Time Adaptation. CoRR abs/2406.10737 (2024) - [i4]Yunbei Zhang, Akshay Mehra, Jihun Hamm:
OT-VP: Optimal Transport-guided Visual Prompting for Test-Time Adaptation. CoRR abs/2407.09498 (2024) - 2023
- [i3]Akshay Mehra, Yunbei Zhang, Jihun Hamm:
Analysis of Task Transferability in Large Pre-trained Classifiers. CoRR abs/2307.00823 (2023) - [i2]Janet Wang, Yunbei Zhang, Zhengming Ding, Jihun Hamm:
Can Domain Adaptation Improve Accuracy and Fairness of Skin Lesion Classification? CoRR abs/2307.03157 (2023) - [i1]Akshay Mehra, Yunbei Zhang, Bhavya Kailkhura, Jihun Hamm:
On the Fly Neural Style Smoothing for Risk-Averse Domain Generalization. CoRR abs/2307.08551 (2023)
Coauthor Index
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