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Sample Efficient Learning of Image-Based Diagnostic Classifiers Using Probabilistic Labels


Feb 11, 2021
Roberto Vega, Pouneh Gorji, Zichen Zhang, Xuebin Qin, Abhilash Rakkunedeth Hareendranathan, Jeevesh Kapur, Jacob L. Jaremko, Russell Greiner

* To appear in the Proceedings of the 24 th International Conference on Artificial Intelligence and Statistics (AISTATS) 2021, San Diego,California, USA. PMLR: Volume 130 

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Boundary-Aware Segmentation Network for Mobile and Web Applications


Jan 12, 2021
Xuebin Qin, Deng-Ping Fan, Chenyang Huang, Cyril Diagne, Zichen Zhang, Adrià Cabeza Sant'Anna, Albert Suàrez, Martin Jagersand, Ling Shao

* 18 pages, 16 figures, submitted to TPAMI 

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U$^2$-Net: Going Deeper with Nested U-Structure for Salient Object Detection


May 18, 2020
Xuebin Qin, Zichen Zhang, Chenyang Huang, Masood Dehghan, Osmar R. Zaiane, Martin Jagersand

* Accepted in Pattern Recognition 2020 

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Seq2Emo for Multi-label Emotion Classification Based on Latent Variable Chains Transformation


Nov 08, 2019
Chenyang Huang, Amine Trabelsi, Xuebin Qin, Nawshad Farruque, Osmar R. Zaïane

* 10 pages, 2 figures, 5 tables 

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Incremental 3D Line Segment Extraction from Semi-dense SLAM


Apr 26, 2018
Shida He, Xuebin Qin, Zichen Zhang, Martin Jagersand

* Accepted at ICPR 2018 

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Real-Time Salient Closed Boundary Tracking via Line Segments Perceptual Grouping


Aug 09, 2017
Xuebin Qin, Shida He, Camilo Perez Quintero, Abhineet Singh, Masood Dehghan, Martin Jagersand

* 7 pages, 8 figures, The 2017 IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS 2017) submission ID 1034 

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