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Bingyuan Liu

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Neighbor-Aware Calibration of Segmentation Networks with Penalty-Based Constraints

Jan 25, 2024
Balamurali Murugesan, Sukesh Adiga Vasudeva, Bingyuan Liu, Hervé Lombaert, Ismail Ben Ayed, Jose Dolz

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Trust your neighbours: Penalty-based constraints for model calibration

Mar 11, 2023
Balamurali Murugesan, Sukesh Adiga V, Bingyuan Liu, Hervé Lombaert, Ismail Ben Ayed, Jose Dolz

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Class Adaptive Network Calibration

Nov 28, 2022
Bingyuan Liu, Jérôme Rony, Adrian Galdran, Jose Dolz, Ismail Ben Ayed

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Calibrating Segmentation Networks with Margin-based Label Smoothing

Sep 09, 2022
Balamurali Murugesan, Bingyuan Liu, Adrian Galdran, Ismail Ben Ayed, Jose Dolz

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GAMMA Challenge:Glaucoma grAding from Multi-Modality imAges

Feb 16, 2022
Junde Wu, Huihui Fang, Fei Li, Huazhu Fu, Fengbin Lin, Jiongcheng Li, Lexing Huang, Qinji Yu, Sifan Song, Xingxing Xu, Yanyu Xu, Wensai Wang, Lingxiao Wang, Shuai Lu, Huiqi Li, Shihua Huang, Zhichao Lu, Chubin Ou, Xifei Wei, Bingyuan Liu, Riadh Kobbi, Xiaoying Tang, Li Lin, Qiang Zhou, Qiang Hu, Hrvoje Bogunovic, José Ignacio Orlando, Xiulan Zhang, Yanwu Xu

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The Devil is in the Margin: Margin-based Label Smoothing for Network Calibration

Nov 30, 2021
Bingyuan Liu, Ismail Ben Ayed, Adrian Galdran, Jose Dolz

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Robust High-Dimensional Regression with Coefficient Thresholding and its Application to Imaging Data Analysis

Sep 30, 2021
Bingyuan Liu, Qi Zhang, Lingzhou Xue, Peter X. K. Song, Jian Kang

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Mixed-supervised segmentation: Confidence maximization helps knowledge distillation

Sep 24, 2021
Bingyuan Liu, Christian Desrosiers, Ismail Ben Ayed, Jose Dolz

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The hidden label-marginal biases of segmentation losses

Apr 18, 2021
Bingyuan Liu, Jose Dolz, Adrian Galdran, Riadh Kobbi, Ismail Ben Ayed

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Improving Neural Network Robustness through Neighborhood Preserving Layers

Jan 29, 2021
Bingyuan Liu, Christopher Malon, Lingzhou Xue, Erik Kruus

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