
Hybrid Attention for Automatic Segmentation of Whole Fetal Head in Prenatal Ultrasound Volumes
Background and Objective: Biometric measurements of fetal head are impor...
read it

Deep Attentive Features for Prostate Segmentation in 3D Transrectal Ultrasound
Automatic prostate segmentation in transrectal ultrasound (TRUS) images ...
read it

Fully Decoupled Neural Network Learning Using Delayed Gradients
Using the backpropagation (BP) to train neural networks requires a sequ...
read it

Computing LPMLN Using ASP and MLN Solvers
LPMLN is a recent addition to probabilistic logic programming languages....
read it

Hybrid evolutionary algorithm with extreme machine learning fitness function evaluation for twostage capacitated facility location problem
This paper considers the twostage capacitated facility location problem...
read it

Parallel machine scheduling with step deteriorating jobs and setup times by a hybrid discrete cuckoo search algorithm
This article considers the parallel machine scheduling problem with step...
read it

On the Semantic Relationship between Probabilistic Soft Logic and Markov Logic
Markov Logic Networks (MLN) and Probabilistic Soft Logic (PSL) are widel...
read it

Stochastic Patching Process
Stochastic partition models tailor a product space into a number of rect...
read it

Finegrained Recurrent Neural Networks for Automatic Prostate Segmentation in Ultrasound Images
Boundary incompleteness raises great challenges to automatic prostate se...
read it

Consistency Analysis of Nearest Subspace Classifier
The Nearest subspace classifier (NSS) finds an estimation of the underly...
read it

Random Bits Regression: a Strong General Predictor for Big Data
To improve accuracy and speed of regressions and classifications, we pre...
read it

Monte Carlo Bayesian Reinforcement Learning
Bayesian reinforcement learning (BRL) encodes prior knowledge of the wor...
read it

Tensity Research Based on the Information of Eye Movement
User's mental state is concerned gradually, during the interaction cours...
read it

Hybrid Linear Modeling via Local Bestfit Flats
We present a simple and fast geometric method for modeling data by a uni...
read it

Randomized hybrid linear modeling by local bestfit flats
The hybrid linear modeling problem is to identify a set of ddimensional...
read it

Deep Speech 2: EndtoEnd Speech Recognition in English and Mandarin
We show that an endtoend deep learning approach can be used to recogni...
read it

Enabling Workconserving Bandwidth Guarantees for Multitenant Datacenters via Dynamic Tenant eue Binding
Today's cloud networks are shared among many tenants. Bandwidth guarante...
read it

Effective Blog Pages Extractor for Better UGC Accessing
Blog is becoming an increasingly popular media for information publishin...
read it

Scalerecurrent Network for Deep Image Deblurring
In single image deblurring, the "coarsetofine" scheme, i.e. gradually ...
read it

Enabling Workconserving Bandwidth Guarantees for Multitenant Datacenters via Dynamic TenantQueue Binding
Today's cloud networks are shared among many tenants. Bandwidth guarante...
read it

InferenceBased Similarity Search in Randomized Montgomery Domains for PrivacyPreserving Biometric Identification
Similarity search is essential to many important applications and often ...
read it

Review of Smart Meter Data Analytics: Applications, Methodologies, and Challenges
The widespread popularity of smart meters enables an immense amount of f...
read it

A Probabilistic Extension of Action Language BC+
We present a probabilistic extension of action language BC+. Just like B...
read it

Generalized Robust Bayesian Committee Machine for Largescale Gaussian Process Regression
In order to scale standard Gaussian process (GP) regression to largesca...
read it

Combining Probabilistic Load Forecasts
Probabilistic load forecasts provide comprehensive information about fut...
read it

Energy Optimization for CellularConnected MultiUAV Mobile Edge Computing Systems with MultiAccess Schemes
In this paper, a cellularconnected unmanned aerial vehicles (UAV) mobil...
read it

Weight Learning in a Probabilistic Extension of Answer Set Programs
LPMLN is a probabilistic extension of answer set programs with the weigh...
read it

The conditional permutation test
We propose a general new method, the conditional permutation test, for t...
read it

Image Inpainting via Generative Multicolumn Convolutional Neural Networks
In this paper, we propose a generative multicolumn network for image in...
read it

Understanding and Comparing Scalable Gaussian Process Regression for Big Data
As a nonparametric Bayesian model which produces informative predictive...
read it

Combating Uncertainty with Novel Losses for Automatic Left Atrium Segmentation
Segmenting left atrium in MR volume holds great potentials in promoting ...
read it

Elaboration Tolerant Representation of Markov Decision Process via DecisionTheoretic Extension of Probabilistic Action Language pBC+
We extend probabilistic action language pBC+ with the notion of utility ...
read it

Bridging Commonsense Reasoning and Probabilistic Planning via a Probabilistic Action Language
To be responsive to dynamically changing realworld environments, an int...
read it

SketchyCoreSVD: SketchySVD from Random Subsampling of the Data Matrix
We present a method called SketchyCoreSVD to compute the nearoptimal ra...
read it

Convolutional Neural Networks with Dynamic Regularization
Regularization is commonly used in machine learning for alleviating over...
read it

FetusMap: Fetal Pose Estimation in 3D Ultrasound
The 3D ultrasound (US) entrance inspires a multitude of automated prenat...
read it

Unveiling Elite Developers' Activities in Open Source Projects
Opensource developers, particularly the elite developers, maintain a di...
read it

Scalable Traffic Engineering for Higher Throughput in Heavilyloaded Software Defined Networks
Existing traffic engineering (TE) solutions performs well for software d...
read it

EnergyEfficient Cooperative Secure Transmission in MultiUAV Enabled Wireless Networks
This paper investigates a multiple unmanned aerial vehicles (UAVs) enabl...
read it

A3: An Automatic TopologyAware Malfunction Detection and Fixation System in Data Center Networks
Link failures and cable miswirings are not uncommon in building data cen...
read it

RSANet: Recurrent Slicewise Attention Network for Multiple Sclerosis Lesion Segmentation
Brain lesion volume measured on T2 weighted MRI images is a clinically i...
read it

VCNet: A Robust Approach to Blind Image Inpainting
Blind inpainting is a task to automatically complete visual contents wit...
read it

Synthesis and Edition of Ultrasound Images via Sketch Guided Progressive Growing GANs
Ultrasound (US) is widely accepted in clinic for anatomical structure in...
read it

PrivacyPreserving Distributed Clustering for Electrical Load Profiling
Electrical load profiling supports retailers and distribution network op...
read it

Attentive Normalization for Conditional Image Generation
Traditional convolutionbased generative adversarial networks synthesize...
read it

When Residual Learning Meets Dense Aggregation: Rethinking the Aggregation of Deep Neural Networks
Various architectures (such as GoogLeNets, ResNets, and DenseNets) have ...
read it

SQLFlow: A Bridge between SQL and Machine Learning
Industrial AI systems are mostly endtoend machine learning (ML) workfl...
read it

Quantifying LowBattery Anxiety of Mobile Users and Its Impacts on Video Watching Behavior
People nowadays are increasingly dependent on mobile phones for daily co...
read it