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Progresses and Challenges in Link Prediction


Feb 23, 2021
Tao Zhou

* 42 pages 

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Improving EEG Decoding via Clustering-based Multi-task Feature Learning


Dec 12, 2020
Yu Zhang, Tao Zhou, Wei Wu, Hua Xie, Hongru Zhu, Guoxu Zhou, Andrzej Cichocki


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High resolution functional imaging through Lorentz transmission electron microscopy and differentiable programming


Dec 07, 2020
Tao Zhou, Mathew Cherukara, Charudatta Phatak


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Light Field Salient Object Detection: A Review and Benchmark


Oct 18, 2020
Yao Jiang, Tao Zhou, Ge-Peng Ji, Keren Fu, Qijun Zhao, Deng-Ping Fan


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Dynamic Fusion based Federated Learning for COVID-19 Detection


Sep 26, 2020
Weishan Zhang, Tao Zhou, Qinghua Lu, Xiao Wang, Chunsheng Zhu, Haoyun Sun, Zhipeng Wang, Sin Kit Lo, Fei-Yue Wang


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RGB-D Salient Object Detection: A Survey


Aug 01, 2020
Tao Zhou, Deng-Ping Fan, Ming-Ming Cheng, Jianbing Shen, Ling Shao

* 24 pages, 12 figures. Code: https://github.com/taozh2017/RGBD-SODsurvey 

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PraNet: Parallel Reverse Attention Network for Polyp Segmentation


Jul 03, 2020
Deng-Ping Fan, Ge-Peng Ji, Tao Zhou, Geng Chen, Huazhu Fu, Jianbing Shen, Ling Shao

* Accepted to MICCAI 2020 

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Momentum Contrastive Learning for Few-Shot COVID-19 Diagnosis from Chest CT Images


Jun 16, 2020
Xiaocong Chen, Lina Yao, Tao Zhou, Jinming Dong, Yu Zhang


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M2Net: Multi-modal Multi-channel Network for Overall Survival Time Prediction of Brain Tumor Patients


Jun 01, 2020
Tao Zhou, Huazhu Fu, Yu Zhang, Changqing Zhang, Xiankai Lu, Jianbing Shen, Ling Shao

* Accepted by MICCAI'20 

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Inf-Net: Automatic COVID-19 Lung Infection Segmentation from CT Images


May 21, 2020
Deng-Ping Fan, Tao Zhou, Ge-Peng Ji, Yi Zhou, Geng Chen, Huazhu Fu, Jianbing Shen, Ling Shao

* To appear in IEEE TMI. The code is released in: https://github.com/DengPingFan/Inf-Net 

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Inf-Net: Automatic COVID-19 Lung Infection Segmentation from CT Scans


May 01, 2020
Deng-Ping Fan, Tao Zhou, Ge-Peng Ji, Yi Zhou, Geng Chen, Huazhu Fu, Jianbing Shen, Ling Shao

* The project page can be found in: https://github.com/DengPingFan/Inf-Net 

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Real-time sparse-sampled Ptychographic imaging through deep neural networks


Apr 15, 2020
Mathew J. Cherukara, Tao Zhou, Youssef Nashed, Pablo Enfedaque, Alex Hexemer, Ross J. Harder, Martin V. Holt


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Exploration of Surgeons' Natural Skills for Robotic Catheterization


Mar 06, 2020
Olatunji Mumini Omisore, Wenjing Du, Tao Zhou, Shipeng Han, Kamen Ivanov, Yousef Al-Handarish, Lei Wang

* 2 Pages, 3 Figures 

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Hi-Net: Hybrid-fusion Network for Multi-modal MR Image Synthesis


Feb 11, 2020
Tao Zhou, Huazhu Fu, Geng Chen, Jianbing Shen, Ling Shao

* has been accepted by IEEE TMI 

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Robust Visual Tracking Revisited: From Correlation Filter to Template Matching


Apr 15, 2019
Fanghui Liu, Chen Gong, Xiaolin Huang, Tao Zhou, Jie Yang, Dacheng Tao

* has been published on IEEE TIP 

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Learning to Sketch with Deep Q Networks and Demonstrated Strokes


Oct 14, 2018
Tao Zhou, Chen Fang, Zhaowen Wang, Jimei Yang, Byungmoon Kim, Zhili Chen, Jonathan Brandt, Demetri Terzopoulos


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Customer Sharing in Economic Networks with Costs


Jul 18, 2018
Bin Li, Dong Hao, Dengji Zhao, Tao Zhou

* Proceedings of the Twenty-Seventh International Joint Conference on Artificial Intelligence. Main track. Pages 368-374. 2018 

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Payoff Control in the Iterated Prisoner's Dilemma


Jul 17, 2018
Dong Hao, Kai Li, Tao Zhou

* Proceedings of the Twenty-Seventh International Joint Conference on Artificial Intelligence. Main track. Pages 296-302. 2018 

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A generalized method toward drug-target interaction prediction via low-rank matrix projection


May 03, 2018
Ratha Pech, Dong Hao, Yan-Li Lee, Maryna Po, Tao Zhou


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Attention-based Natural Language Person Retrieval


May 24, 2017
Tao Zhou, Muhao Chen, Jie Yu, Demetri Terzopoulos

* CVPR 2017 Workshop (vision meets cognition) 

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Link Prediction via Matrix Completion


Jun 23, 2016
Ratha Pech, Dong Hao, Liming Pan, Hong Cheng, Tao Zhou


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Patch-based Texture Synthesis for Image Inpainting


May 05, 2016
Tao Zhou, Brian Johnson, Rui Li

* in Computer Science and Applications, 2016 

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Robust Visual Tracking via Inverse Nonnegative Matrix Factorization


Jan 12, 2016
Fanghui Liu, Tao Zhou, Keren Fu, Irene Y. H. Gu, Jie Yang

* This paper has been withdrawn by the author due to part-based representation. On one hand, not all data can be successfully identified as 'parts' by NMF. On the other hand, inverse sparse representation could not fit this situation. I will give a clearer explanation from clustering instead of part-based representation 

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Visual Tracking via Nonnegative Regularization Multiple Locality Coding


Oct 29, 2015
Fanghui Liu, Tao Zhou, Irene Y. H. Gu, Jie Yang

* 8 pages, 5 figures, ICCVW 

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Conquering the rating bound problem in neighborhood-based collaborative filtering: a function recovery approach


Sep 05, 2012
Junming Huang, Xue-Qi Cheng, Hua-Wei Shen, Xiaoming Sun, Tao Zhou, Xiaolong Jin

* 10 pages, 4 figures 

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