Guang Yang

Decentralized Custody Scheme with Game-Theoretic Security

Custody is a core financial service in which the custodian holds in safe...
08/25/2020 ∙ by Zhaohua Chen, et al. ∙ 0 ∙ share

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Annealing Genetic GAN for Minority Oversampling

The key to overcome class imbalance problems is to capture the distribut...
08/05/2020 ∙ by Jingyu Hao, et al. ∙ 7 ∙ share

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Deep Attentive Wasserstein Generative Adversarial Networks for MRI Reconstruction with Recurrent Context-Awareness

The performance of traditional compressive sensing-based MRI (CS-MRI) re...
06/23/2020 ∙ by YiFeng Guo, et al. ∙ 45 ∙ share

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GHAST: Breaking Confirmation Delay Barrier in Nakamoto Consensus via Adaptive Weighted Blocks

Initiated from Nakamoto's Bitcoin system, blockchain technology has demo...
06/01/2020 ∙ by Chenxing Li, et al. ∙ 0 ∙ share

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Gleason Score Prediction using Deep Learning in Tissue Microarray Image

Prostate cancer (PCa) is one of the most common cancers in men around th...
05/11/2020 ∙ by Yi-hong Zhang, et al. ∙ 0 ∙ share

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Weakly Supervised Deep Learning for COVID-19 Infection Detection and Classification from CT Images

An outbreak of a novel coronavirus disease (i.e., COVID-19) has been rec...
04/14/2020 ∙ by Shaoping Hu, et al. ∙ 55 ∙ share

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Simultaneous Left Atrium Anatomy and Scar Segmentations via Deep Learning in Multiview Information with Attention

Three-dimensional late gadolinium enhanced (LGE) cardiac MR (CMR) of lef...
02/02/2020 ∙ by Guang Yang, et al. ∙ 14 ∙ share

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A Collaborative Learning Framework via Federated Meta-Learning

Many IoT applications at the network edge demand intelligent decisions i...
01/09/2020 ∙ by Sen Lin, et al. ∙ 0 ∙ share

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Haptic Teleoperation of UAVs through Control Barrier Functions

This paper presents a novel approach to haptic teleoperation. Specifical...
11/08/2019 ∙ by Dawei Zhang, et al. ∙ 0 ∙ share

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Automatic Prostate Zonal Segmentation Using Fully Convolutional Network with Feature Pyramid Attention

Our main objective is to develop a novel deep learning-based algorithm f...
10/31/2019 ∙ by Yongkai Liu, et al. ∙ 19 ∙ share

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Distributed and Consistent Multi-Image Feature Matching via QuickMatch

In this work we consider the multi-image object matching problem, extend...
10/29/2019 ∙ by Zachary Serlin, et al. ∙ 11 ∙ share

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MRI Brain Tumor Segmentation using Random Forests and Fully Convolutional Networks

In this paper, we propose a novel learning based method for automated se...
09/13/2019 ∙ by Mohammadreza Soltaninejad, et al. ∙ 0 ∙ share

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Recurrent Aggregation Learning for Multi-View Echocardiographic Sequences Segmentation

Multi-view echocardiographic sequences segmentation is crucial for clini...
07/24/2019 ∙ by Ming Li, et al. ∙ 0 ∙ share

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Discriminative Consistent Domain Generation for Semi-supervised Learning

Deep learning based task systems normally rely on a large amount of manu...
07/24/2019 ∙ by Jun Chen, et al. ∙ 0 ∙ share

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Direct Quantification for Coronary Artery Stenosis Using Multiview Learning

The quantification of the coronary artery stenosis is of significant cli...
07/20/2019 ∙ by Dong Zhang, et al. ∙ 3 ∙ share

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Sampling-based Motion Planning via Control Barrier Functions

Robot motion planning is central to real-world autonomous applications, ...
07/15/2019 ∙ by Guang Yang, et al. ∙ 0 ∙ share

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Querying a Matrix through Matrix-Vector Products

We consider algorithms with access to an unknown matrix M∈F^n × d via ma...
06/13/2019 ∙ by Xiaoming Sun, et al. ∙ 0 ∙ share

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Separating k-Player from t-Player One-Way Communication, with Applications to Data Streams

In a k-party communication problem, the k players with inputs x_1, x_2, ...
05/17/2019 ∙ by David P. Woodruff, et al. ∙ 0 ∙ share

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Evaluation of Algorithms for Multi-Modality Whole Heart Segmentation: An Open-Access Grand Challenge

Knowledge of whole heart anatomy is a prerequisite for many clinical app...
02/21/2019 ∙ by Xiahai Zhuang, et al. ∙ 14 ∙ share

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Atrial Scar Quantification via Multi-scale CNN in the Graph-cuts Framework

Late gadolinium enhancement magnetic resonance imaging (LGE MRI) appears...
02/21/2019 ∙ by Lei Li, et al. ∙ 4 ∙ share

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Empowering Elasticsearch with Exact and Fast r-Neighbor Search in Hamming Space

A growing interest has been witnessed recently in building nearest neigh...
02/20/2019 ∙ by Cun Mu, et al. ∙ 6 ∙ share

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How Can We Make GAN Perform Better in Single Medical Image Super-Resolution? A Lesion Focused Multi-Scale Approach

Single image super-resolution (SISR) is of great importance as a low-lev...
01/10/2019 ∙ by Jin Zhu, et al. ∙ 0 ∙ share

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Atrial scars segmentation via potential learning in the graph-cuts framework

Late Gadolinium Enhancement Magnetic Resonance Imaging (LGE MRI) emerged...
10/22/2018 ∙ by Lei Li, et al. ∙ 0 ∙ share

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Atrial fibrosis quantification based on maximum likelihood estimator of multivariate images

We present a fully-automated segmentation and quantification of the left...
10/22/2018 ∙ by Fuping Wu, et al. ∙ 0 ∙ share

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Lesion Focused Super-Resolution

Super-resolution (SR) for image enhancement has great importance in medi...
10/15/2018 ∙ by Jin Zhu, et al. ∙ 0 ∙ share

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Sharing Information with Competitors

We study the mechanism design problem in the setting where agents are re...
09/27/2018 ∙ by Simina Branzei, et al. ∙ 0 ∙ share

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A Machine Learning Approach to Shipping Box Design

Having the right assortment of shipping boxes in the fulfillment warehou...
09/26/2018 ∙ by Guang Yang, et al. ∙ 0 ∙ share

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Generating Magnetic Resonance Spectroscopy Imaging Data of Brain Tumours from Linear, Non-Linear and Deep Learning Models

Magnetic Resonance Spectroscopy (MRS) provides valuable information to h...
08/23/2018 ∙ by Nathan J Olliverre, et al. ∙ 0 ∙ share

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Adversarial and Perceptual Refinement for Compressed Sensing MRI Reconstruction

Deep learning approaches have shown promising performance for compressed...
06/28/2018 ∙ by Maximilian Seitzer, et al. ∙ 4 ∙ share

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Towards Practical Visual Search Engine within Elasticsearch

In this paper, we describe our end-to-end content-based image retrieval ...
06/23/2018 ∙ by Cun Mu, et al. ∙ 2 ∙ share

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Multiview Two-Task Recursive Attention Model for Left Atrium and Atrial Scars Segmentation

Late Gadolinium Enhanced Cardiac MRI (LGE-CMRI) for detecting atrial sca...
06/12/2018 ∙ by Jun Chen, et al. ∙ 0 ∙ share

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Stochastic Deep Compressive Sensing for the Reconstruction of Diffusion Tensor Cardiac MRI

Understanding the structure of the heart at the microscopic scale of car...
05/30/2018 ∙ by Jo Schlemper, et al. ∙ 2 ∙ share

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A two-stage 3D Unet framework for multi-class segmentation on full resolution image

Deep convolutional neural networks (CNNs) have been intensively used for...
04/12/2018 ∙ by Chengjia Wang, et al. ∙ 0 ∙ share

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Revisiting Skip-Gram Negative Sampling Model with Regularization

We revisit skip-gram negative sampling (SGNS), a popular neural-network ...
04/01/2018 ∙ by Cun Mu, et al. ∙ 0 ∙ share

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A Telecom Perspective on the Internet of Drones: From LTE-Advanced to 5G

Drones are driving numerous and evolving use cases, and creating transfo...
03/29/2018 ∙ by Guang Yang, et al. ∙ 0 ∙ share

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Low-Latency Heterogeneous Networks with Millimeter-Wave Communications

Heterogeneous network (HetNet) is a key enabler to largely boost network...
01/28/2018 ∙ by Guang Yang, et al. ∙ 0 ∙ share

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Exact quantum query complexity of weight decision problems

The weight decision problem, which requires to determine the Hamming wei...
01/17/2018 ∙ by Xiaoyu He, et al. ∙ 0 ∙ share

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Traffic Allocation for Low-Latency Multi-Hop Millimeter-Wave Networks with Buffers

For millimeter-wave (mm-wave) buffer-aided tandem networks consisting of...
11/22/2017 ∙ by Guang Yang, et al. ∙ 0 ∙ share

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Performance Analysis of Millimeter-Wave Relaying: Impacts of Beamwidth and Self-Interference

We study the maximum achievable rate of a two-hop amplified-and-forward ...
10/21/2017 ∙ by Guang Yang, et al. ∙ 0 ∙ share

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Fully Automatic Segmentation and Objective Assessment of Atrial Scars for Longstanding Persistent Atrial Fibrillation Patients Using Late Gadolinium-Enhanced MRI

Purpose: Atrial fibrillation (AF) is the most common cardiac arrhythmia ...
05/26/2017 ∙ by Guang Yang, et al. ∙ 0 ∙ share

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Deep De-Aliasing for Fast Compressive Sensing MRI

Fast Magnetic Resonance Imaging (MRI) is highly in demand for many clini...
05/19/2017 ∙ by Simiao Yu, et al. ∙ 0 ∙ share

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Automatic Brain Tumor Detection and Segmentation Using U-Net Based Fully Convolutional Networks

A major challenge in brain tumor treatment planning and quantitative eva...
05/10/2017 ∙ by Hao Dong, et al. ∙ 0 ∙ share

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Deep Poincare Map For Robust Medical Image Segmentation

Precise segmentation is a prerequisite for an accurate quantification of...
03/27/2017 ∙ by Yuanhan Mo, et al. ∙ 0 ∙ share

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Analysis on 60 GHz Wireless Communications with Beamwidth-Dependent Misalignment

High speed wireless access on 60 GHz spectrum relies on high-gain direct...
11/23/2016 ∙ by Guang Yang, et al. ∙ 0 ∙ share

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Neural Networks Designing Neural Networks: Multi-Objective Hyper-Parameter Optimization

Artificial neural networks have gone through a recent rise in popularity...
11/07/2016 ∙ by Sean C. Smithson, et al. ∙ 0 ∙ share

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Delay and Backlog Analysis for 60 GHz Wireless Networks

To meet the ever-increasing demands on higher throughput and better netw...
07/30/2016 ∙ by Guang Yang, et al. ∙ 0 ∙ share

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Numerical Methods for Coupled Reconstruction and Registration in Digital Breast Tomosynthesis

Digital Breast Tomosynthesis (DBT) provides an insight into the fine det...
07/23/2013 ∙ by Guang Yang, et al. ∙ 0 ∙ share

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Guang Yang

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