University of South Carolina

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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.

Knowledge Infused Learning (K-IL): Towards Deep Incorporation of Knowledge in Deep Learning

Learning the underlying patterns in the data goes beyond instance-based ...
12/01/2019 ∙ by Ugur Kursuncu, et al. ∙ 22 ∙ share

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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...
02/29/2020 ∙ by Ruwan Wickramarachchi, et al. ∙ 15 ∙ share

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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...
01/01/2020 ∙ by Fei Zuo, et al. ∙ 14 ∙ share

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DeepURL: Deep Pose Estimation Framework for Underwater Relative Localization

In this paper, we propose a real-time deep-learning approach for determi...
03/11/2020 ∙ by Bharat Joshi, et al. ∙ 13 ∙ share

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Effects of Blur and Deblurring to Visual Object Tracking

Intuitively, motion blur may hurt the performance of visual object track...
08/21/2019 ∙ by Qing Guo, et al. ∙ 8 ∙ share

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Modeling Cross-view Interaction Consistency for Paired Egocentric Interaction Recognition

With the development of Augmented Reality (AR), egocentric action recogn...
03/24/2020 ∙ by Zhongguo Li, et al. ∙ 6 ∙ share

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A Deep Learning Algorithm for One-step Contour Aware Nuclei Segmentation of Histopathological Images

This paper addresses the task of nuclei segmentation in high-resolution ...
03/07/2018 ∙ by Yuxin Cui, et al. ∙ 2 ∙ share

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Conservative Q-Improvement: Reinforcement Learning for an Interpretable Decision-Tree Policy

There is a growing desire in the field of reinforcement learning (and ma...
07/02/2019 ∙ by Aaron M. Roth, et al. ∙ 2 ∙ share

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Curve-Structure Segmentation from Depth Maps: A CNN-based Approach and Its Application to Exploring Cultural Heritage Objects

Motivated by the important archaeological application of exploring cultu...
11/07/2017 ∙ by Yuhang Lu, et al. ∙ 0 ∙ share

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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 ...
09/22/2017 ∙ by Amir Karami, et al. ∙ 0 ∙ share

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A Memcomputing Pascaline

The original Pascaline was a mechanical calculator able to sum and subtr...
03/16/2015 ∙ by Y. V. Pershin, et al. ∙ 0 ∙ share

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An Approximate Bayesian Long Short-Term Memory Algorithm for Outlier Detection

Long Short-Term Memory networks trained with gradient descent and back-p...
12/23/2017 ∙ by Chao Chen, et al. ∙ 0 ∙ share

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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 ...
10/31/2016 ∙ by Qin Zou, et al. ∙ 0 ∙ share

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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 ...
12/22/2015 ∙ by Anthony Scopatz, et al. ∙ 0 ∙ share

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Identifying Designs from Incomplete, Fragmented Cultural Heritage Objects by Curve-Pattern Matching

Study of cultural-heritage objects with embellished realistic and abstra...
08/05/2016 ∙ by Jun Zhou, et al. ∙ 0 ∙ share

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Functional Inverse Regression in an Enlarged Dimension Reduction Space

We consider an enlarged dimension reduction space in functional inverse ...
03/12/2015 ∙ by Ting-Li Chen, et al. ∙ 0 ∙ share

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Convex optimization on Banach Spaces

Greedy algorithms which use only function evaluations are applied to con...
01/01/2014 ∙ by R. A. DeVore, et al. ∙ 0 ∙ share

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Unsupervised Cross-Domain Recognition by Identifying Compact Joint Subspaces

This paper introduces a new method to solve the cross-domain recognition...
09/05/2015 ∙ by Yuewei Lin, et al. ∙ 0 ∙ share

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LooseCut: Interactive Image Segmentation with Loosely Bounded Boxes

One popular approach to interactively segment the foreground object of i...
07/11/2015 ∙ by Hongkai Yu, et al. ∙ 0 ∙ share

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Combining Local Appearance and Holistic View: Dual-Source Deep Neural Networks for Human Pose Estimation

We propose a new learning-based method for estimating 2D human pose from...
04/27/2015 ∙ by Xiaochuan Fan, et al. ∙ 0 ∙ share

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Feature Sampling Strategies for Action Recognition

Although dense local spatial-temporal features with bag-of-features repr...
01/28/2015 ∙ by Youjie Zhou, et al. ∙ 0 ∙ share

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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...
05/18/2012 ∙ by Hao Wang, et al. ∙ 0 ∙ share

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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...
09/26/1998 ∙ by Jose M. Vidal, et al. ∙ 0 ∙ share

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Nonlinear quantile mixed models

In regression applications, the presence of nonlinearity and correlation...
12/28/2017 ∙ by Marco Geraci, et al. ∙ 0 ∙ share

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Mixed-effects 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...
12/19/2017 ∙ by Marco Geraci, et al. ∙ 0 ∙ share

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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...
09/23/2017 ∙ by Robin Anderson, et al. ∙ 0 ∙ share

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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...
01/02/2018 ∙ by Alexander C. McLain, et al. ∙ 0 ∙ share

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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...
01/18/2018 ∙ by Rasoul Ramezanian, et al. ∙ 0 ∙ share

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Analysis of Motion Planning by Sampling in Subspaces of Progressively Increasing Dimension

Despite the performance advantages of modern sampling-based motion plann...
01/30/2018 ∙ by Marios P. Xanthidis, et al. ∙ 0 ∙ share

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Object Detection with Mask-based Feature Encoding

Region-based Convolutional Neural Networks (R-CNNs) have achieved great ...
02/12/2018 ∙ by Xiaochuan Fan, et al. ∙ 0 ∙ share

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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 ...
03/09/2018 ∙ by Mohammad ali Javidian, et al. ∙ 0 ∙ share

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Dynamically Efficient Kinematics for Hyper-Redundant Manipulators

A hyper-redundant robotic arm is a manipulator with many degrees of free...
03/10/2018 ∙ by Marios P. Xanthidis, et al. ∙ 0 ∙ share

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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...
03/14/2018 ∙ by Marco Geraci, et al. ∙ 0 ∙ share

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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 ...
03/18/2018 ∙ by Roohollah Amiri, et al. ∙ 0 ∙ share

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The evolution of multivariate regression chain graphs

Depending on the interpretation of the type of edges, a chain graph can ...
03/09/2018 ∙ by Mohammad ali Javidian, et al. ∙ 0 ∙ share

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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...
03/27/2018 ∙ by Mojtaba Ahmadi Almasi, et al. ∙ 0 ∙ share

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On the Properties of MVR Chain Graphs

Depending on the interpretation of the type of edges, a chain graph can ...
03/09/2018 ∙ by Mohammad ali Javidian, et al. ∙ 0 ∙ share

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Unsupervised Learning for Large-Scale Fiber Detection and Tracking in Microscopic Material Images

Constructing 3D structures from serial section data is a long standing p...
05/25/2018 ∙ by Hongkai Yu, et al. ∙ 0 ∙ share

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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...
06/13/2018 ∙ by Alexandra Q. Nilles, et al. ∙ 0 ∙ share

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Letter to the Editor

Galarza, Lachos and Bandyopadhyay (2017) have recently proposed a method...
06/19/2018 ∙ by Marco Geraci, et al. ∙ 0 ∙ share

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Computational Analysis of Insurance Complaints: GEICO Case Study

The online environment has provided a great opportunity for insurance po...
06/26/2018 ∙ by Amir Karami, et al. ∙ 0 ∙ share

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A Proof of the Front-Door Adjustment Formula

We provide a proof of the the Front-Door adjustment formula using the do...
06/25/2018 ∙ by Mohammad ali Javidian, et al. ∙ 0 ∙ share

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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...
06/27/2018 ∙ by Mohammad ali Javidian, et al. ∙ 0 ∙ share

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On difference graphs and the local dimension of posets

The dimension of a partially-ordered set (poset), introduced by Dushnik ...
03/23/2018 ∙ by Jinha Kim, et al. ∙ 0 ∙ share

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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...
07/19/2018 ∙ by Marco Geraci, et al. ∙ 0 ∙ share

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Cross-App Threats in Smart Homes: Categorization, Detection and Handling

A number of Internet of Things (IoTs) platforms have emerged to enable v...
08/06/2018 ∙ by Haotian Chi, et al. ∙ 0 ∙ share

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Efficient Multi-Robot Coverage of a Known Environment

This paper addresses the complete area coverage problem of a known envir...
08/07/2018 ∙ by Nare Karapetyan, et al. ∙ 0 ∙ share

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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 ...
08/08/2018 ∙ by Fei Zuo, et al. ∙ 0 ∙ share

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Review Helpfulness Assessment based on Convolutional Neural Network

In this paper we describe the implementation of a convolutional neural n...
08/27/2018 ∙ by Xianshan Qu, et al. ∙ 0 ∙ share

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Cross-App Interference Threats in Smart Homes: Categorization, Detection and Handling

A number of Internet of Things (IoTs) platforms have emerged to enable v...
08/06/2018 ∙ by Haotian Chi, et al. ∙ 0 ∙ share

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