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Ziyi Huang

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Push the Boundary of SAM: A Pseudo-label Correction Framework for Medical Segmentation

Aug 02, 2023
Ziyi Huang, Hongshan Liu, Haofeng Zhang, Fuyong Xing, Andrew Laine, Elsa Angelini, Christine Hendon, Yu Gan

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Efficient Uncertainty Quantification and Reduction for Over-Parameterized Neural Networks

Jun 09, 2023
Ziyi Huang, Henry Lam, Haofeng Zhang

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Evaluating Aleatoric Uncertainty via Conditional Generative Models

Jun 09, 2022
Ziyi Huang, Henry Lam, Haofeng Zhang

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Cardiac Adipose Tissue Segmentation via Image-Level Annotations

Jun 09, 2022
Ziyi Huang, Yu Gan, Theresa Lye, Yanchen Liu, Haofeng Zhang, Andrew Laine, Elsa Angelini, Christine Hendon

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Generalized Bayesian Upper Confidence Bound with Approximate Inference for Bandit Problems

Jan 31, 2022
Ziyi Huang, Henry Lam, Amirhossein Meisami, Haofeng Zhang

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Quantifying Epistemic Uncertainty in Deep Learning

Oct 23, 2021
Ziyi Huang, Henry Lam, Haofeng Zhang

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Learning Prediction Intervals for Regression: Generalization and Calibration

Feb 26, 2021
Haoxian Chen, Ziyi Huang, Henry Lam, Huajie Qian, Haofeng Zhang

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Co-Seg: An Image Segmentation Framework Against Label Corruption

Jan 31, 2021
Ziyi Huang, Haofeng Zhang, Andrew Laine, Elsa Angelini, Christine Hendon, Yu Gan

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