Publications

Bingyuan Liu, Jérôme Rony, Adrian Galdran, Jose Dolz, Ismail Ben Ayed. Class Adaptive Network Calibration. CVPR, 2023.
arxiv code
Bingyuan Liu, Christian Desrosiers, Ismail Ben Ayed, Jose Dolz. Segmentation with mixed supervision: Confidence maximization helps knowledge distillation. MedIA, 2022.
DOI arxiv code
Bingyuan Liu, Ismail Ben Ayed, Adrian Galdran, Jose Dolz. The Devil is in the Margin: Margin-based Label Smoothing for Network Calibration. CVPR, 2022.
project arxiv code poster
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. GAMMA Challenge:Glaucoma grAding from Multi-Modality imAges. arXiv, 2022.
arxiv
Bingyuan Liu, Jose Dolz, Adrian Galdran, Riadh Kobbi, Ismail Ben Ayed. The hidden label-marginal biases of segmentation losses. arXiv, 2021.
arxiv code
Bingyuan Liu, Jiantao Zhang, Xiaoting Zhang, Wei Zhang, Chuanhui Yu, Yuan Zhou. Furnishing Your Room by What You See: An End-to-End Furniture Set Retrieval Framework with Rich Annotated Benchmark Dataset. arXiv, 2019.
arxiv project
Bingyuan Liu, Jing Liu, Hanqing Lu. Detection guided deconvolutional network for hierarchical feature learning. Pattern Recognition, 2015.
PDF DOI
Bingyuan Liu, Jing Liu, Hanqing Lu. Learning representative and discriminative image representation by deep appearance and spatial coding. CVIU, 2015.
PDF DOI
Bingyuan Liu, Jing Liu, Jingqiao Wang, Hanqing Lu. Learning a Representative and Discriminative Part Model with Deep Convolutional Features for Scene Recognition. ACCV, 2014.
PDF
Bingyuan Liu, Jing Liu, Zechao Li, Hanqing Lu. Image Representation Learning by Deep Appearance and Spatial Coding. ACCV, 2014.
PDF
Bingyuan Liu, Jing Liu, Hanqing Lu. Adaptive spatial partition learning for image classification. Neurocomputing, 2014.
PDF DOI
Bingyuan Liu, Jing Liu, Xiao Bai, Hanqing Lu. Regularized Hierarchical Feature Learning with Non-negative Sparsity and Selectivity for Image Classification. ICPR, 2014.
PDF DOI
Bingyuan Liu, Jing Liu, Chunjie Zhang, Maolin Chen, Hanqing Lu. Robust Feature Encoding with Neighborhood Information for Image Classification. ICIG, 2013.
PDF DOI