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Picture for Bingyuan Liu

The hidden label-marginal biases of segmentation losses

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

* Code available at 

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Improving Neural Network Robustness through Neighborhood Preserving Layers

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

* An earlier short version of this paper without proof is presented in 25th International Conference on Pattern Recognition(ICPR), Manifold Learning from Euclid to Riemann workshop 

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A Manifold Proximal Linear Method for Sparse Spectral Clustering with Application to Single-Cell RNA Sequencing Data Analysis

Jul 18, 2020
Zhongruo Wang, Bingyuan Liu, Shixiang Chen, Shiqian Ma, Lingzhou Xue, Hongyu Zhao

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Furnishing Your Room by What You See: An End-to-End Furniture Set Retrieval Framework with Rich Annotated Benchmark Dataset

Nov 21, 2019
Bingyuan Liu, Jiantao Zhang, Xiaoting Zhang, Wei Zhang, Chuanhui Yu, Yuan Zhou

* 12pages 

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