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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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Image Decomposition Using a Robust Regression Approach

Dec 04, 2017
Shervin Minaee, Yao Wang

* arXiv admin note: substantial text overlap with arXiv:1607.02547 

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Face Recognition Using Scattering Convolutional Network

Nov 30, 2017
Shervin Minaee, Amirali Abdolrashidi, Yao Wang


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A Machine Learning Approach For Identifying Patients with Mild Traumatic Brain Injury Using Diffusion MRI Modeling

Aug 27, 2017
Shervin Minaee, Yao Wang, Sohae Chung, Xiuyuan Wang, Els Fieremans, Steven Flanagan, Joseph Rath, Yvonne W. Lui


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Subspace Learning in The Presence of Sparse Structured Outliers and Noise

Jul 12, 2017
Shervin Minaee, Yao Wang

* IEEE International Symposium on Circuits and Systems, 2017 

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