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Haohan Wang

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Beyond Pixels: Exploring Human-Readable SVG Generation for Simple Images with Vision Language Models

Nov 27, 2023
Tong Zhang, Haoyang Liu, Peiyan Zhang, Yuxuan Cheng, Haohan Wang

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Choosing Wisely and Learning Deeply: Selective Cross-Modality Distillation via CLIP for Domain Generalization

Nov 26, 2023
Jixuan Leng, Yijiang Li, Haohan Wang

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Distilling Out-of-Distribution Robustness from Vision-Language Foundation Models

Nov 02, 2023
Andy Zhou, Jindong Wang, Yu-Xiong Wang, Haohan Wang

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Adaptive Test-Time Personalization for Federated Learning

Oct 28, 2023
Wenxuan Bao, Tianxin Wei, Haohan Wang, Jingrui He

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ZooPFL: Exploring Black-box Foundation Models for Personalized Federated Learning

Oct 08, 2023
Wang Lu, Hao Yu, Jindong Wang, Damien Teney, Haohan Wang, Yiqiang Chen, Qiang Yang, Xing Xie, Xiangyang Ji

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Language Agent Tree Search Unifies Reasoning Acting and Planning in Language Models

Oct 06, 2023
Andy Zhou, Kai Yan, Michal Shlapentokh-Rothman, Haohan Wang, Yu-Xiong Wang

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Understanding Adversarial Transferability in Federated Learning

Oct 01, 2023
Yijiang Li, Ying Gao, Haohan Wang

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A Sentence Speaks a Thousand Images: Domain Generalization through Distilling CLIP with Language Guidance

Sep 21, 2023
Zeyi Huang, Andy Zhou, Zijian Lin, Mu Cai, Haohan Wang, Yong Jae Lee

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Foundation Model-oriented Robustness: Robust Image Model Evaluation with Pretrained Models

Aug 23, 2023
Peiyan Zhang, Haoyang Liu, Chaozhuo Li, Xing Xie, Sunghun Kim, Haohan Wang

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Towards Trustworthy and Aligned Machine Learning: A Data-centric Survey with Causality Perspectives

Jul 31, 2023
Haoyang Liu, Maheep Chaudhary, Haohan Wang

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