
Knowledge Infused Learning (KIL): Towards Deep Incorporation of Knowledge in Deep Learning
Learning the underlying patterns in the data goes beyond instancebased ...
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An Evaluation of Knowledge Graph Embeddings for Autonomous Driving Data: Experience and Practice
The autonomous driving (AD) industry is exploring the use of knowledge g...
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Erase and Restore: Simple, Accurate and Resilient Detection of L_2 Adversarial Examples
By adding carefully crafted perturbations to input images, adversarial e...
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DeepURL: Deep Pose Estimation Framework for Underwater Relative Localization
In this paper, we propose a realtime deeplearning approach for determi...
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Effects of Blur and Deblurring to Visual Object Tracking
Intuitively, motion blur may hurt the performance of visual object track...
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Modeling Crossview Interaction Consistency for Paired Egocentric Interaction Recognition
With the development of Augmented Reality (AR), egocentric action recogn...
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A Deep Learning Algorithm for Onestep Contour Aware Nuclei Segmentation of Histopathological Images
This paper addresses the task of nuclei segmentation in highresolution ...
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Conservative QImprovement: Reinforcement Learning for an Interpretable DecisionTree Policy
There is a growing desire in the field of reinforcement learning (and ma...
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CurveStructure Segmentation from Depth Maps: A CNNbased Approach and Its Application to Exploring Cultural Heritage Objects
Motivated by the important archaeological application of exploring cultu...
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Characterizing Diabetes, Diet, Exercise, and Obesity Comments on Twitter
Social media provide a platform for users to express their opinions and ...
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A Memcomputing Pascaline
The original Pascaline was a mechanical calculator able to sum and subtr...
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An Approximate Bayesian Long ShortTerm Memory Algorithm for Outlier Detection
Long ShortTerm Memory networks trained with gradient descent and backp...
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Robust Gait Recognition by Integrating Inertial and RGBD Sensors
Gait has been considered as a promising and unique biometric for person ...
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Facility Deployment Decisions through Warp Optimizaton of Regressed Gaussian Processes
A method for quickly determining deployment schedules that meet a given ...
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Identifying Designs from Incomplete, Fragmented Cultural Heritage Objects by CurvePattern Matching
Study of culturalheritage objects with embellished realistic and abstra...
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Functional Inverse Regression in an Enlarged Dimension Reduction Space
We consider an enlarged dimension reduction space in functional inverse ...
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Convex optimization on Banach Spaces
Greedy algorithms which use only function evaluations are applied to con...
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Unsupervised CrossDomain Recognition by Identifying Compact Joint Subspaces
This paper introduces a new method to solve the crossdomain recognition...
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LooseCut: Interactive Image Segmentation with Loosely Bounded Boxes
One popular approach to interactively segment the foreground object of i...
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Combining Local Appearance and Holistic View: DualSource Deep Neural Networks for Human Pose Estimation
We propose a new learningbased method for estimating 2D human pose from...
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Feature Sampling Strategies for Action Recognition
Although dense local spatialtemporal features with bagoffeatures repr...
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Two New Algorithms for Solving Covariance Graphical Lasso Based on Coordinate Descent and ECM
Covariance graphical lasso applies a lasso penalty on the elements of th...
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Learning Nested Agent Models in an Information Economy
We present our approach to the problem of how an agent, within an econom...
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Nonlinear quantile mixed models
In regression applications, the presence of nonlinearity and correlation...
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Mixedeffects models using the normal and the Laplace distributions: A 2 × 2 convolution scheme for applied research
In statistical applications, the normal and the Laplace distributions ar...
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Analogies between the crossing number and the tangle crossing number
Tanglegrams are special graphs that consist of a pair of rooted binary t...
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Cautionary note on "Semiparametric modeling of grouped current duration data with preferential reporting'"
This report is designed to clarify a few points about the article "Semip...
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How can social planners prevent disappointment in an election?
Mechanism design is concerned with settings where a policy maker (or soc...
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Analysis of Motion Planning by Sampling in Subspaces of Progressively Increasing Dimension
Despite the performance advantages of modern samplingbased motion plann...
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Object Detection with Maskbased Feature Encoding
Regionbased Convolutional Neural Networks (RCNNs) have achieved great ...
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The evolution of the global Markov property for multivariate regression graphs: differences and conflicts
Depending on the interpretation of the type of edges, a chain graph can ...
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Dynamically Efficient Kinematics for HyperRedundant Manipulators
A hyperredundant robotic arm is a manipulator with many degrees of free...
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Additive quantile regression for clustered data with an application to children's physical activity
Additive models are flexible regression tools that handle linear as well...
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A Machine Learning Approach for Power Allocation in HetNets Considering QoS
There is an increase in usage of smaller cells or femtocells to improve ...
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The evolution of multivariate regression chain graphs
Depending on the interpretation of the type of edges, a chain graph can ...
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Reconfigurable Antenna Multiple Access for 5G mmWave Systems
This paper aims to realize a new multiple access technique based on rece...
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On the Properties of MVR Chain Graphs
Depending on the interpretation of the type of edges, a chain graph can ...
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Unsupervised Learning for LargeScale Fiber Detection and Tracking in Microscopic Material Images
Constructing 3D structures from serial section data is a long standing p...
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Robot Design: Formalisms, Representations, and the Role of the Designer
The objective of this paper is to distill the following essential idea f...
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Letter to the Editor
Galarza, Lachos and Bandyopadhyay (2017) have recently proposed a method...
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Computational Analysis of Insurance Complaints: GEICO Case Study
The online environment has provided a great opportunity for insurance po...
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A Proof of the FrontDoor Adjustment Formula
We provide a proof of the the FrontDoor adjustment formula using the do...
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Comment on: Decomposition of structural learning about directed acyclic graphs [1]
We propose an alternative proof concerning necessary and sufficient cond...
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On difference graphs and the local dimension of posets
The dimension of a partiallyordered set (poset), introduced by Dushnik ...
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Quantile contours and allometric modelling with an application to anthropometric charts in preterm infants
We develop an approach to risk classification based on quantile contours...
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CrossApp Threats in Smart Homes: Categorization, Detection and Handling
A number of Internet of Things (IoTs) platforms have emerged to enable v...
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Efficient MultiRobot Coverage of a Known Environment
This paper addresses the complete area coverage problem of a known envir...
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Neural Machine Translation Inspired Binary Code Similarity Comparison beyond Function Pairs
Binary code analysis allows analyzing binary code without having access ...
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Review Helpfulness Assessment based on Convolutional Neural Network
In this paper we describe the implementation of a convolutional neural n...
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CrossApp Interference Threats in Smart Homes: Categorization, Detection and Handling
A number of Internet of Things (IoTs) platforms have emerged to enable v...
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University of South Carolina
Telling prospective students the story of life at the University of South Carolina from the perspective of the class of 2016, this page, Time Flies Make It Count, showcases photos shared by graduating seniors of their college life.