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Hongxin Wei

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Learning with Noisy Foundation Models

Mar 11, 2024
Hao Chen, Jindong Wang, Zihan Wang, Ran Tao, Hongxin Wei, Xing Xie, Masashi Sugiyama, Bhiksha Raj

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TorchCP: A Library for Conformal Prediction based on PyTorch

Feb 20, 2024
Hongxin Wei, Jianguo Huang

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Open-Vocabulary Calibration for Vision-Language Models

Feb 15, 2024
Shuoyuan Wang, Jindong Wang, Guoqing Wang, Bob Zhang, Kaiyang Zhou, Hongxin Wei

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Mitigating Privacy Risk in Membership Inference by Convex-Concave Loss

Feb 08, 2024
Zhenlong Liu, Lei Feng, Huiping Zhuang, Xiaofeng Cao, Hongxin Wei

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Exploring Learning Complexity for Downstream Data Pruning

Feb 08, 2024
Wenyu Jiang, Zhenlong Liu, Zejian Xie, Songxin Zhang, Bingyi Jing, Hongxin Wei

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Does Confidence Calibration Help Conformal Prediction?

Feb 06, 2024
Huajun Xi, Jianguo Huang, Lei Feng, Hongxin Wei

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Regression with Cost-based Rejection

Nov 08, 2023
Xin Cheng, Yuzhou Cao, Haobo Wang, Hongxin Wei, Bo An, Lei Feng

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In Defense of Softmax Parametrization for Calibrated and Consistent Learning to Defer

Nov 02, 2023
Yuzhou Cao, Hussein Mozannar, Lei Feng, Hongxin Wei, Bo An

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Optimization-Free Test-Time Adaptation for Cross-Person Activity Recognition

Oct 28, 2023
Shuoyuan Wang, Jindong Wang, HuaJun Xi, Bob Zhang, Lei Zhang, Hongxin Wei

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