Bingyuan Liu

icon indicating a website link https://by-liu.github.io icon indicating an email [email protected]

icon company Amazon AWS AI icon location Vancouver, Canada icon location Applied Scientist @ Amazon AWS AI. Research Interests : machine learning, deep learning, computer vision, medical image analysis.

Results 3 repositories owned by Bingyuan Liu

SegLossBias

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Code for the paper : Do we really need dice? The hidden region-size biases of segmentation losses. MeDIA 2023. https://www.sciencedirect.com/science/article/abs/pii/S136184152300275X

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MbLS

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Code of our method MbLS (Margin-based Label Smoothing) for network calibration. To Appear at CVPR 2022. Paper : https://arxiv.org/abs/2111.15430

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CALS

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Code for our method CALS (Class Adaptive Label Smoothing) for network calibration. To Appear at CVPR 2023. Paper: https://arxiv.org/abs/2211.15088

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