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A method using deep learning to discover new predictors of CRT response from mechanical dyssynchrony on gated SPECT MPI


Jun 01, 2021
Zhuo He, Xinwei Zhang, Chen Zhao, Zhiyong Qian, Yao Wang, Xiaofeng Hou, Jiangang Zou, Weihua Zhou

* 10 pages, 3 figures, will submit to journal of nuclear cardiology 

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PDWN: Pyramid Deformable Warping Network for Video Interpolation


Apr 04, 2021
Zhiqi Chen, Ran Wang, Haojie Liu, Yao Wang


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CDLNet: Robust and Interpretable Denoising Through Deep Convolutional Dictionary Learning


Mar 05, 2021
Nikola Janjušević, Amirhossein Khalilian-Gourtani, Yao Wang


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The distance between the weights of the neural network is meaningful


Jan 31, 2021
Liqun Yang, Yijun Yang, Yao Wang, Zhenyu Yang, Wei Zeng

* 10 pages, 13 figure 

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Kernel-based L_2-Boosting with Structure Constraints


Sep 16, 2020
Yao Wang, Xin Guo, Shao-Bo Lin

* 33pages, 8figures 

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Neural Video Coding using Multiscale Motion Compensation and Spatiotemporal Context Model


Jul 09, 2020
Haojie Liu, Ming Lu, Zhan Ma, Fan Wang, Zhihuang Xie, Xun Cao, Yao Wang


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Gamma-Reward: A Novel Multi-Agent Reinforcement Learning Method for Traffic Signal Control


Feb 27, 2020
Junjia Liu, Huimin Zhang, Zhuang Fu, Yao Wang

* 13 pages, 13 figures 

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Deep Mouse: An End-to-end Auto-context Refinement Framework for Brain Ventricle and Body Segmentation in Embryonic Mice Ultrasound Volumes


Oct 30, 2019
Tongda Xu, Ziming Qiu, William Das, Chuiyu Wang, Jack Langerman, Nitin Nair, Orlando Aristizabal, Jonathan Mamou, Daniel H. Turnbull, Jeffrey A. Ketterling, Yao Wang

* Full Paper Submission to ISBI 2020 

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A preference learning framework for multiple criteria sorting with diverse additive value models and valued assignment examples


Oct 12, 2019
Jiapeng Liu, Milosz Kadzinski, Xiuwu Liao, Xiaoxin Mao, Yao Wang


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Automatic Mouse Embryo Brain Ventricle & Body Segmentation and Mutant Classification From Ultrasound Data Using Deep Learning


Sep 23, 2019
Ziming Qiu, Nitin Nair, Jack Langerman, Orlando Aristizabal, Jonathan Mamou, Daniel H. Turnbull, Jeffrey A. Ketterling, Yao Wang

* 4 pages, 6 figures, the 2019 IEEE International Ultrasonics Symposium 

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Masked-RPCA: Sparse and Low-rank Decomposition Under Overlaying Model and Application to Moving Object Detection


Sep 17, 2019
Amirhossein Khalilian-Gourtani, Shervin Minaee, Yao Wang


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PrTransH: Embedding Probabilistic Medical Knowledge from Real World EMR Data


Sep 02, 2019
Linfeng Li, Peng Wang, Yao Wang, Jinpeng Jiang, Buzhou Tang, Jun Yan, Shenghui Wang, Yuting Liu


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Identification of relevant diffusion MRI metrics impacting cognitive functions using a novel feature selection method


Aug 10, 2019
Tongda Xu, Xiyan Cai, Yao Wang, Xiuyuan Wang, Sohae Chung, Els Fieremans, Joseph Rath, Steven Flanagan, Yvonne W Lui


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Deep Plug-and-play Prior for Low-rank Tensor Completion


May 11, 2019
Wen-Hao Xu, Xi-Le Zhao, Tai-Xiang Jiang, Yao Wang, Michael Ng


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Non-local Attention Optimized Deep Image Compression


Apr 22, 2019
Haojie Liu, Tong Chen, Peiyao Guo, Qiu Shen, Xun Cao, Yao Wang, Zhan Ma


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Deep Generative Learning via Variational Gradient Flow


Feb 07, 2019
Yuan Gao, Yuling Jiao, Yang Wang, Yao Wang, Can Yang, Shunkang Zhang


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TrackNet: Simultaneous Object Detection and Tracking and Its Application in Traffic Video Analysis


Feb 04, 2019
Chenge Li, Gregory Dobler, Xin Feng, Yao Wang


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Very Long Term Field of View Prediction for 360-degree Video Streaming


Feb 04, 2019
Chenge Li, Weixi Zhang, Yong Liu, Yao Wang


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Reconstructing Speech Stimuli From Human Auditory Cortex Activity Using a WaveNet Approach


Nov 08, 2018
Ran Wang, Yao Wang, Adeen Flinker

* 6 pages, 3 figures. Conference of 2018 IEEE Signal Processing in Medicine and Biology Symposium (SPMB 2018) 

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Deep BV: A Fully Automated System for Brain Ventricle Localization and Segmentation in 3D Ultrasound Images of Embryonic Mice


Nov 05, 2018
Ziming Qiu, Jack Langerman, Nitin Nair, Orlando Aristizabal, Jonathan Mamou, Daniel H. Turnbull, Jeffrey Ketterling, Yao Wang

* IEEE Signal Processing in Medicine and Biology Symposium - 2018, 6 pages, 5 figures 

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Enhanced 3DTV Regularization and Its Applications on Hyper-spectral Image Denoising and Compressed Sensing


Sep 18, 2018
Jiangjun Peng, Qi Xie, Qian Zhao, Yao Wang, Deyu Meng, Yee Leung

* 25 pages, 27 figures, 3 tables, machine learning, regularization 

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FastDeRain: A Novel Video Rain Streak Removal Method Using Directional Gradient Priors


Jul 16, 2018
Tai-Xiang Jiang, Ting-Zhu Huang, Xi-Le Zhao, Liang-Jian Deng, Yao Wang

* codes available at https://github.com/TaiXiangJiang/FastDeRain 

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Pixel-wise object tracking


Jul 03, 2018
Yilin Song, Chenge Li, Yao Wang


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Multi Resolution LSTM For Long Term Prediction In Neural Activity Video


Jul 03, 2018
Yilin Song, Jonathan Viventi, Yao Wang


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Diversity encouraged learning of unsupervised LSTM ensemble for neural activity video prediction


Jul 03, 2018
Yilin Song, Jonathan Viventi, Yao Wang


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MTBI Identification From Diffusion MR Images Using Bag of Adversarial Visual Features


Jun 27, 2018
Shervin Minaee, Yao Wang, Alp Aygar, Sohae Chung, Xiuyuan Wang, Yvonne W. Lui, Els Fieremans, Steven Flanagan, Joseph Rath

* IEEE Transactions on Medical Imaging 

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A Deep Unsupervised Learning Approach Toward MTBI Identification Using Diffusion MRI


Apr 11, 2018
Shervin Minaee, Yao Wang, Anna Choromanska, Sohae Chung, Xiuyuan Wang, Els Fieremans, Steven Flanagan, Joseph Rath, Yvonne W Lui

* arXiv admin note: text overlap with arXiv:1710.06824 

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Multispectral Image Intrinsic Decomposition via Low Rank Constraint


Feb 24, 2018
Qian Huang, Weixin Zhu, Yang Zhao, Linsen Chen, Yao Wang, Tao Yue, Xun Cao

* Proceedings of the IEEE International Conference on Computer Vision and Pattern Recognition (CVPR) 

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Identifying Mild Traumatic Brain Injury Patients From MR Images Using Bag of Visual Words


Feb 14, 2018
Shervin Minaee, Siyun Wang, Yao Wang, Sohae Chung, Xiuyuan Wang, Els Fieremans, Steven Flanagan, Joseph Rath, Yvonne W. Lui


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