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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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Reducing Selection Bias in Counterfactual Reasoning for Individual Treatment Effects Estimation


Dec 19, 2019
Zichen Zhang, Qingfeng Lan, Lei Ding, Yue Wang, Negar Hassanpour, Russell Greiner

* NeurIPS 2019 Workshop on "Do the right thing": machine learning and causal inference for improved decision making 

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Visual Geometric Skill Inference by Watching Human Demonstration


Nov 08, 2019
Jun Jin, Laura Petrich, Zichen Zhang, Masood Dehghan, Martin Jagersand


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Online Object and Task Learning via Human Robot Interaction


Feb 27, 2019
Masood Dehghan, Zichen Zhang, Mennatullah Siam, Jun Jin, Laura Petrich, Martin Jagersand

* 7 pages. ICRA19 

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Robot eye-hand coordination learning by watching human demonstrations: a task function approximation approach


Feb 27, 2019
Jun Jin, Laura Petrich, Masood Dehghan, Zichen Zhang, Martin Jagersand

* Accepted in ICRA 2019 

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2017 Robotic Instrument Segmentation Challenge


Feb 21, 2019
Max Allan, Alex Shvets, Thomas Kurmann, Zichen Zhang, Rahul Duggal, Yun-Hsuan Su, Nicola Rieke, Iro Laina, Niveditha Kalavakonda, Sebastian Bodenstedt, Luis Herrera, Wenqi Li, Vladimir Iglovikov, Huoling Luo, Jian Yang, Danail Stoyanov, Lena Maier-Hein, Stefanie Speidel, Mahdi Azizian


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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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End-to-end detection-segmentation network with ROI convolution


Jan 08, 2018
Zichen Zhang, Min Tang, Dana Cobzas, Dornoosh Zonoobi, Martin Jagersand, Jacob L. Jaremko

* accepted at ISBI 2018 

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Segmentation-by-Detection: A Cascade Network for Volumetric Medical Image Segmentation


Oct 31, 2017
Min Tang, Zichen Zhang, Dana Cobzas, Martin Jagersand, Jacob L. Jaremko


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