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Jing Wang

Medical Artificial Intelligence and Automation

Multi-Channel Auto-Encoders and a Novel Dataset for Learning Domain Invariant Representations of Histopathology Images


Jul 15, 2021
Andrew Moyes, Richard Gault, Kun Zhang, Ji Ming, Danny Crookes, Jing Wang


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Nonlinear State Space Modeling and Control of the Impact of Patients' Modifiable Lifestyle Behaviors on the Emergence of Multiple Chronic Conditions


Jul 14, 2021
Syed Hasib Akhter Faruqui, Adel Alaeddini, Jing Wang, Susan P Fisher-Hoch, Joseph B Mccormic

* Submitted to IEEE Access for review 

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SalientSleepNet: Multimodal Salient Wave Detection Network for Sleep Staging


May 24, 2021
Ziyu Jia, Youfang Lin, Jing Wang, Xuehui Wang, Peiyi Xie, Yingbin Zhang

* Accepted by IJCAI 2021. The SOLE copyright holder is IJCAI (International Joint Conferences on Artificial Intelligence), all rights reserved 

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Generalization Error Bound for Hyperbolic Ordinal Embedding


May 21, 2021
Atsushi Suzuki, Atsushi Nitanda, Jing Wang, Linchuan Xu, Marc Cavazza, Kenji Yamanishi


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Intentional Deep Overfit Learning (IDOL): A Novel Deep Learning Strategy for Adaptive Radiation Therapy


Apr 23, 2021
Jaehee Chun, Justin C. Park, Sven Olberg, You Zhang, Dan Nguyen, Jing Wang, Jin Sung Kim, Steve Jiang


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Scene Text Retrieval via Joint Text Detection and Similarity Learning


Apr 04, 2021
Hao Wang, Xiang Bai, Mingkun Yang, Shenggao Zhu, Jing Wang, Wenyu Liu

* Accepted to CVPR 2021. Code is available at: https://github.com/lanfeng4659/STR-TDSL 

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Learning to Filter: Siamese Relation Network for Robust Tracking


Apr 02, 2021
Siyuan Cheng, Bineng Zhong, Guorong Li, Xin Liu, Zhenjun Tang, Xianxian Li, Jing Wang


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Deep Simultaneous Optimisation of Sampling and Reconstruction for Multi-contrast MRI


Mar 31, 2021
Xinwen Liu, Jing Wang, Fangfang Tang, Shekhar S. Chandra, Feng Liu, Stuart Crozier

* Presented at ISMRM 28th Annual Meeting & Exhibition (Poster #3619) 

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Universal Undersampled MRI Reconstruction


Mar 09, 2021
Xinwen Liu, Jing Wang, Feng Liu, S. Kevin Zhou


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SGB: Stochastic Gradient Bound Method for Optimizing Partition Functions


Nov 03, 2020
Jing Wang, Anna Choromanska


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Point Cloud Attribute Compression via Successive Subspace Graph Transform


Oct 29, 2020
Yueru Chen, Yiting Shao, Jing Wang, Ge Li, C. -C. Jay Kuo

* Accepted by VCIP 2020 

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LogoDet-3K: A Large-Scale Image Dataset for Logo Detection


Aug 12, 2020
Jing Wang, Weiqing Min, Sujuan Hou, Shengnan Ma, Yuanjie Zheng, Shuqiang Jiang


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A Functional Model for Structure Learning and Parameter Estimation in Continuous Time Bayesian Network: An Application in Identifying Patterns of Multiple Chronic Conditions


Jul 31, 2020
Syed Hasib Akhter Faruqui, Adel Alaeddini, Jing Wang, Carlos A. Jaramillo

* Submitted to IEEE Transactions on Pattern Analysis and Machine Intelligence for review 

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FaultFace: Deep Convolutional Generative Adversarial Network (DCGAN) based Ball-Bearing Failure Detection Method


Jul 30, 2020
Jairo Viola, YangQuan Chen, Jing Wang


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Discriminative Feature Alignment: Improving Transferability of Unsupervised Domain Adaptation by Gaussian-guided Latent Alignment


Jul 16, 2020
Jing Wang, Jiahong Chen, Jianzhe Lin, Leonid Sigal, Clarence W. de Silva

* 15 pages, 12 figures 

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Discriminative Feature Alignment: ImprovingTransferability of Unsupervised DomainAdaptation by Gaussian-guided LatentAlignment


Jun 23, 2020
Jing Wang, Jiahong Chen, Jianzhe Lin, Leonid Sigal, Clarence W. de Silva

* 12 pages, 12 figures 

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Generating Fundus Fluorescence Angiography Images from Structure Fundus Images Using Generative Adversarial Networks


Jun 18, 2020
Wanyue Li, Wen Kong, Yiwei Chen, Jing Wang, Yi He, Guohua Shi, Guohua Deng

* 16 pages, 6 figures, accepted by Medical Imaging on Deep Learning 

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Reinforcement Learning-Based Joint Self-Optimisation Method for the Fuzzy Logic Handover Algorithm in 5G HetNets


Jun 17, 2020
Qianyu Liu, Chiew Foong Kwong, Sun Wei, Lincan Li, Jing Wang


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A Polynomial Neural network with Controllable Precision and Human-Readable Topology II: Accelerated Approach Based on Expanded Layer


Jun 04, 2020
Gang Liu, Jing Wang

* some studies attempted to explain the existing NNs using Taylor series or polynomial.It is also troublesome. How about converting Taylor series to a network? 

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A Relation Spectrum Inheriting Taylor Series: Muscle Synergy and Coupling for Hand


May 10, 2020
Gang Liu, Jing Wang

* Put forward relation spectrum for the first time, similarly with Fourier spectrum.(CR-PNN arXiv:2004.03955) 

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AGE Challenge: Angle Closure Glaucoma Evaluation in Anterior Segment Optical Coherence Tomography


May 05, 2020
Huazhu Fu, Fei Li, Xu Sun, Xingxing Cao, Jingan Liao, Jose Ignacio Orlando, Xing Tao, Yuexiang Li, Shihao Zhang, Mingkui Tan, Chenglang Yuan, Cheng Bian, Ruitao Xie, Jiongcheng Li, Xiaomeng Li, Jing Wang, Le Geng, Panming Li, Huaying Hao, Jiang Liu, Yan Kong, Yongyong Ren, Hrvoje Bogunovic, Xiulan Zhang, Yanwu Xu

* AGE Challenge website at: https://age.grand-challenge.org 

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Muscle Synergy and Coupling for Hand


Apr 25, 2020
Gang Liu, Jing Wang

* Put forward relation spectrum for the first time, similarly with Fourier spectrum.(An example for CR-PNN arXiv:2004.03955) 

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A Polynomial Neural Network with Controllable Precision and Human-Readable Topology for Prediction and System Identification


Apr 09, 2020
Gang Liu, Jing Wang

* 8 pages, 9 figures.Corrected typos 

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Defect segmentation: Mapping tunnel lining internal defects with ground penetrating radar data using a convolutional neural network


Mar 29, 2020
Senlin Yang, Zhengfang Wang, Jing Wang, Anthony G. Cohn, Jiaqi Zhang, Peng Jiang, Peng Jiang, Qingmei Sui

* 24 pages,11 figures 

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G-VAE: A Continuously Variable Rate Deep Image Compression Framework


Mar 04, 2020
Ze Cui, Jing Wang, Bo Bai, Tiansheng Guo, Yihui Feng


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Data Efficient Training for Reinforcement Learning with Adaptive Behavior Policy Sharing


Feb 12, 2020
Ge Liu, Rui Wu, Heng-Tze Cheng, Jing Wang, Jayden Ooi, Lihong Li, Ang Li, Wai Lok Sibon Li, Craig Boutilier, Ed Chi

* on Deep Reinforcement Learning workshop at NeurIPS 2019 

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Learning Hyperspectral Feature Extraction and Classification with ResNeXt Network


Feb 07, 2020
Divinah Nyasaka, Jing Wang, Haron Tinega


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Surface Following using Deep Reinforcement Learning and a GelSightTactile Sensor


Dec 02, 2019
Chen Lu, Jing Wang, Shan Luo

* 7 pages, 7 figures 

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Logo-2K+: A Large-Scale Logo Dataset for Scalable Logo Classification


Nov 11, 2019
Jing Wang, Weiqing Min, Sujuan Hou, Shengnan Ma, Yuanjie Zheng, Haishuai Wang, Shuqiang Jiang

* Accepted by AAAI2020 

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