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DGGAN: Depth-image Guided Generative Adversarial Networks for Disentangling RGB and Depth Images in 3D Hand Pose Estimation

Dec 06, 2020
Liangjian Chen, Shih-Yao Lin, Yusheng Xie, Yen-Yu Lin, Wei Fan, Xiaohui Xie

* 2020 IEEE Winter Conference on Applications of Computer Vision (WACV) 

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Automatic Distractor Generation for Multiple Choice Questions in Standard Tests

Nov 26, 2020
Zhaopeng Qiu, Xian Wu, Wei Fan

* accepted by COLING2020 

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MM-Hand: 3D-Aware Multi-Modal Guided Hand Generative Network for 3D Hand Pose Synthesis

Oct 02, 2020
Zhenyu Wu, Duc Hoang, Shih-Yao Lin, Yusheng Xie, Liangjian Chen, Yen-Yu Lin, Zhangyang Wang, Wei Fan

* Accepted by ACM Multimedia 2020 

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Interactive Reinforcement Learning for Feature Selection with Decision Tree in the Loop

Oct 02, 2020
Wei Fan, Kunpeng Liu, Hao Liu, Yong Ge, Hui Xiong, Yanjie Fu

* arXiv admin note: substantial text overlap with arXiv:2008.12001 

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Simplifying Reinforced Feature Selection via Restructured Choice Strategy of Single Agent

Sep 19, 2020
Xiaosa Zhao, Kunpeng Liu, Wei Fan, Lu Jiang, Xiaowei Zhao, Minghao Yin, Yanjie Fu


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AutoFS: Automated Feature Selection via Diversity-aware Interactive Reinforcement Learning

Sep 16, 2020
Wei Fan, Kunpeng Liu, Hao Liu, Pengyang Wang, Yong Ge, Yanjie Fu

* Accepted by ICDM 2020. In this version, we revised some typos or mistakes for camera-ready 

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Bipartite Distance for Shape-Aware Landmark Detection in Spinal X-Ray Images

May 28, 2020
Abdullah-Al-Zubaer Imran, Chao Huang, Hui Tang, Wei Fan, Kenneth M. C. Cheung, Michael To, Zhen Qian, Demetri Terzopoulos

* Presented at Med-NeurIPS 2019 

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Commonsense Evidence Generation and Injection in Reading Comprehension

May 11, 2020
Ye Liu, Tao Yang, Zeyu You, Wei Fan, Philip S. Yu

* Accepted by SIGDIAL 2020 

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Partly Supervised Multitask Learning

May 05, 2020
Abdullah-Al-Zubaer Imran, Chao Huang, Hui Tang, Wei Fan, Yuan Xiao, Dingjun Hao, Zhen Qian, Demetri Terzopoulos

* 10 pages, 8 figures, 3 tables 

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An Extension of LIME with Improvement of Interpretability and Fidelity

Apr 26, 2020
Sheng Shi, Yangzhou Du, Wei Fan


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Analysis of Scoliosis From Spinal X-Ray Images

Apr 15, 2020
Abdullah-Al-Zubaer Imran, Chao Huang, Hui Tang, Wei Fan, Kenneth M. C. Cheung, Michael To, Zhen Qian, Demetri Terzopoulos

* 6 pages, 6 figures, 3 tables 

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A Modified Perturbed Sampling Method for Local Interpretable Model-agnostic Explanation

Feb 18, 2020
Sheng Shi, Xinfeng Zhang, Wei Fan


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Nonparametric Structure Regularization Machine for 2D Hand Pose Estimation

Jan 24, 2020
Yifei Chen, Haoyu Ma, Deying Kong, Xiangyi Yan, Jianbao Wu, Wei Fan, Xiaohui Xie

* The paper has be accepted and will be presented at 2020 IEEE Winter Conference on Applications of Computer Vision (WACV). The code is freely available at https://github.com/HowieMa/NSRMhand 

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Shape-Aware Organ Segmentation by Predicting Signed Distance Maps

Dec 09, 2019
Yuan Xue, Hui Tang, Zhi Qiao, Guanzhong Gong, Yong Yin, Zhen Qian, Chao Huang, Wei Fan, Xiaolei Huang

* AAAI 2020 

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Object-Guided Instance Segmentation for Biological Images

Nov 20, 2019
Jingru Yi, Hui Tang, Pengxiang Wu, Bo Liu, Daniel J. Hoeppner, Dimitris N. Metaxas, Lianyi Han, Wei Fan

* accepted to AAAI2020 

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Explaining the Predictions of Any Image Classifier via Decision Trees

Nov 04, 2019
Sheng Shi, Xinfeng Zhang, Haisheng Li, Wei Fan


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Multi-Grained Named Entity Recognition

Jun 20, 2019
Congying Xia, Chenwei Zhang, Tao Yang, Yaliang Li, Nan Du, Xian Wu, Wei Fan, Fenglong Ma, Philip Yu

* In ACL 2019 as a long paper 

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Neural Multi-Scale Self-Supervised Registration for Echocardiogram Dense Tracking

Jun 18, 2019
Wentao Zhu, Yufang Huang, Mani A Vannan, Shizhen Liu, Daguang Xu, Wei Fan, Zhen Qian, Xiaohui Xie

* Blood tracking video: https://youtu.be/pEA6ZmtTNuQ Muscle tracking video: https://youtu.be/NvLrCaqCiAE 

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SynonymNet: Multi-context Bilateral Matching for Entity Synonyms

Dec 31, 2018
Chenwei Zhang, Yaliang Li, Nan Du, Wei Fan, Philip S. Yu


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Joint Slot Filling and Intent Detection via Capsule Neural Networks

Dec 22, 2018
Chenwei Zhang, Yaliang Li, Nan Du, Wei Fan, Philip S. Yu


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Multi-Task Learning with Multi-View Attention for Answer Selection and Knowledge Base Question Answering

Dec 06, 2018
Yang Deng, Yuexiang Xie, Yaliang Li, Min Yang, Nan Du, Wei Fan, Kai Lei, Ying Shen

* Accepted by AAAI 2019 

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Generating Realistic Training Images Based on Tonality-Alignment Generative Adversarial Networks for Hand Pose Estimation

Nov 27, 2018
Liangjian Chen, Shih-Yao Lin, Yusheng Xie, Hui Tang, Yufan Xue, Xiaohui Xie, Yen-Yu Lin, Wei Fan


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On the Generation of Medical Question-Answer Pairs

Nov 01, 2018
Sheng Shen, Yaliang Li, Nan Du, Xian Wu, Yusheng Xie, Shen Ge, Tao Yang, Kai Wang, Xingzheng Liang, Wei Fan


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Finding Similar Medical Questions from Question Answering Websites

Oct 14, 2018
Yaliang Li, Liuyi Yao, Nan Du, Jing Gao, Qi Li, Chuishi Meng, Chenwei Zhang, Wei Fan


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AnatomyNet: Deep 3D Squeeze-and-excitation U-Nets for fast and fully automated whole-volume anatomical segmentation

Aug 15, 2018
Wentao Zhu, Yufang Huang, Hui Tang, Zhen Qian, Nan Du, Wei Fan, Xiaohui Xie

* 8 figures, 4 videos in GitHub and YouTube. Submitted to Medical Physics. Code and videos are available on GitHub. Video: https://www.youtube.com/watch?v=_PpIUIm4XLU 

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DeepLung: Deep 3D Dual Path Nets for Automated Pulmonary Nodule Detection and Classification

Jan 25, 2018
Wentao Zhu, Chaochun Liu, Wei Fan, Xiaohui Xie

* 9 pages, 8 figures, IEEE WACV conference. arXiv admin note: substantial text overlap with arXiv:1709.05538 

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Bringing Semantic Structures to User Intent Detection in Online Medical Queries

Oct 22, 2017
Chenwei Zhang, Nan Du, Wei Fan, Yaliang Li, Chun-Ta Lu, Philip S. Yu

* 10 pages, 2017 IEEE International Conference on Big Data (Big Data 2017) 

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DeepLung: 3D Deep Convolutional Nets for Automated Pulmonary Nodule Detection and Classification

Sep 16, 2017
Wentao Zhu, Chaochun Liu, Wei Fan, Xiaohui Xie


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