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Huishuai Zhang

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Differentially Private Synthetic Data via Foundation Model APIs 2: Text

Mar 04, 2024
Chulin Xie, Zinan Lin, Arturs Backurs, Sivakanth Gopi, Da Yu, Huseyin A Inan, Harsha Nori, Haotian Jiang, Huishuai Zhang, Yin Tat Lee, Bo Li, Sergey Yekhanin

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Exploring Transferability for Randomized Smoothing

Dec 14, 2023
Kai Qiu, Huishuai Zhang, Zhirong Wu, Stephen Lin

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Large Catapults in Momentum Gradient Descent with Warmup: An Empirical Study

Nov 25, 2023
Prin Phunyaphibarn, Junghyun Lee, Bohan Wang, Huishuai Zhang, Chulhee Yun

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On the Generalization Properties of Diffusion Models

Nov 14, 2023
Puheng Li, Zhong Li, Huishuai Zhang, Jiang Bian

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FD-Align: Feature Discrimination Alignment for Fine-tuning Pre-Trained Models in Few-Shot Learning

Nov 01, 2023
Kun Song, Huimin Ma, Bochao Zou, Huishuai Zhang, Weiran Huang

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Closing the Gap Between the Upper Bound and the Lower Bound of Adam's Iteration Complexity

Oct 27, 2023
Bohan Wang, Jingwen Fu, Huishuai Zhang, Nanning Zheng, Wei Chen

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DiffKendall: A Novel Approach for Few-Shot Learning with Differentiable Kendall's Rank Correlation

Jul 28, 2023
Kaipeng Zheng, Huishuai Zhang, Weiran Huang

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FILM: How can Few-Shot Image Classification Benefit from Pre-Trained Language Models?

Jul 09, 2023
Zihao Jiang, Yunkai Dang, Dong Pang, Huishuai Zhang, Weiran Huang

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