
-
Point2Node: Correlation Learning of Dynamic-Node for Point Cloud Feature Modeling
Fully exploring correlation among points in point clouds is essential fo...
read it
-
RF-Net: An End-to-End Image Matching Network based on Receptive Field
This paper proposes a new end-to-end trainable matching network based on...
read it
-
Learning Inter- and Intra-frame Representations for Non-Lambertian Photometric Stereo
In this paper, we build a two-stage Convolutional Neural Network (CNN) a...
read it
-
Improving Route Choice Models by Incorporating Contextual Factors via Knowledge Distillation
Route Choice Models predict the route choices of travelers traversing an...
read it
-
Performance Evaluation and Modeling of HPC I/O on Non-Volatile Memory
HPC applications pose high demands on I/O performance and storage capabi...
read it
-
HPX Smart Executors
The performance of many parallel applications depends on loop-level para...
read it
-
A New Spectral Clustering Algorithm
We present a new clustering algorithm that is based on searching for nat...
read it
-
Magnetic-Visual Sensor Fusion based Medical SLAM for Endoscopic Capsule Robot
A reliable, real-time simultaneous localization and mapping (SLAM) metho...
read it
-
Automatic Synthesis of Geometry Problems for an Intelligent Tutoring System
This paper presents an intelligent tutoring system, GeoTutor, for Euclid...
read it
-
Synthesis of Gaussian Trees with Correlation Sign Ambiguity: An Information Theoretic Approach
In latent Gaussian trees the pairwise correlation signs between the vari...
read it
-
Generalized Uniformly Optimal Methods for Nonlinear Programming
In this paper, we present a generic framework to extend existing uniform...
read it
-
Segmenting a Surface Mesh into Pants Using Morse Theory
A pair of pants is a genus zero orientable surface with three boundary c...
read it
-
A General Framework of Enhancing Sparsity of Generalized Polynomial Chaos Expansions
Compressive sensing has become a powerful addition to uncertainty quanti...
read it
-
Recoverability for Holevo's just-as-good fidelity
Holevo's just-as-good fidelity is a similarity measure for quantum state...
read it
-
Gaussian Latent Factor Analysis under Graphical Constraints
In this paper we explored the algebraic structure of the solution space ...
read it
-
Latent Factor Analysis of Gaussian Distributions under Graphical Constraints
In this paper, we explored the algebraic structures of solution spaces f...
read it
-
Robust 3D Human Motion Reconstruction Via Dynamic Template Construction
In multi-view human body capture systems, the recovered 3D geometry or e...
read it
-
CactusNets: Layer Applicability as a Metric for Transfer Learning
Deep neural networks trained over large datasets learn features that are...
read it
-
Unsupervised Learning using Pretrained CNN and Associative Memory Bank
Deep Convolutional features extracted from a comprehensive labeled datas...
read it
-
Pixel-level Reconstruction and Classification for Noisy Handwritten Bangla Characters
Classification techniques for images of handwritten characters are susce...
read it
-
Exact entanglement cost of quantum states and channels under PPT-preserving operations
This paper establishes single-letter formulas for the exact entanglement...
read it
-
Superimposition-guided Facial Reconstruction from Skull
We develop a new algorithm to perform facial reconstruction from a given...
read it
-
Fundamental limits on the capacities of bipartite quantum interactions
Bipartite quantum interactions have applications in a number of differen...
read it
-
Efficiently computable bounds for magic state distillation
Magic state manipulation is a crucial component in the leading approache...
read it
-
Finite Blocklength Analysis on Covert Communication over AWGN Channels
Covert communication over an additive white Gaussian noise (AWGN) channe...
read it
-
Algebraic Properties of Wyner Common Information Solution under Graphical Constraints
The Constrained Minimum Determinant Factor Analysis (CMDFA) setting was ...
read it
-
Coupling the reduced-order model and the generative model for an importance sampling estimator
In this work, we develop an importance sampling estimator by coupling th...
read it
-
Directed Formation Control of n Planar Agents with Distance and Area Constraints
In this paper, we take a first step towards generalizing a recently prop...
read it
-
Entropy Bound for the Classical Capacity of a Quantum Channel Assisted by Classical Feedback
We prove that the classical capacity of an arbitrary quantum channel ass...
read it
-
An Introduction to hpxMP -- A Modern OpenMP Implementation Leveraging Asynchronous Many-Tasking System
Asynchronous Many-task (AMT) runtime systems have gained increasing acce...
read it
-
Quantifying the magic of quantum channels
To achieve universal quantum computation via general fault-tolerant sche...
read it
-
Domain Independent SVM for Transfer Learning in Brain Decoding
Brain imaging data are important in brain sciences yet expensive to obta...
read it
-
Non-Lambertian Surface Shape and Reflectance Reconstruction Using Concentric Multi-Spectral Light Field
Recovering the shape and reflectance of non-Lambertian surfaces remains ...
read it
-
PIV-Based 3D Fluid Flow Reconstruction Using Light Field Camera
Particle Imaging Velocimetry (PIV) estimates the flow of fluid by analyz...
read it
-
Quantum boomerang capacity
Inspired by the power of abstraction in information theory, we consider ...
read it
-
Why do you take that route?
The purpose of this paper is to determine whether a particular context f...
read it
-
Window Based BFT Blockchain Consensus
There is surge of interest to the blockchain technology not only in the ...
read it
-
PCGAN-CHAR: Progressively Trained Classifier Generative Adversarial Networks for Classification of Noisy Handwritten Bangla Characters
Due to the sparsity of features, noise has proven to be a great inhibito...
read it
-
Scheduling optimization of parallel linear algebra algorithms using Supervised Learning
Linear algebra algorithms are used widely in a variety of domains, e.g m...
read it
-
20 Years of Evolution from Cognitive to Intelligent Communications
It has been 20 years since the concept of cognitive radio (CR) was propo...
read it
-
One-shot achievability and converse bounds of Gaussian random coding in AWGN channels under covert constraints
This paper considers the achievability and converse bounds on the maxima...
read it
-
Grand Challenges of Traceability: The Next Ten Years
In 2007, the software and systems traceability community met at the firs...
read it
-
Coherent Quantum Channel Discrimination
This paper introduces coherent quantum channel discrimination as a coher...
read it
-
Convergence rates for an inexact ADMM applied to separable convex optimization
Convergence rates are established for an inexact accelerated alternating...
read it
-
Finite Element Methods for One Dimensional Elliptic Distributed Optimal Control Problems with Pointwise Constraints on the Derivative of the State
We investigate C^1 finite element methods for one dimensional elliptic d...
read it
-
Reachable Sets for Safe, Real-Time Manipulator Trajectory Design
For robotic arms to operate in arbitrary environments, especially near p...
read it
-
A One Dimensional Elliptic Distributed Optimal Control Problem with Pointwise Derivative Constraints
We consider a one dimensional elliptic distributed optimal control probl...
read it
-
Implementing Software Resiliency in HPX for Extreme Scale Computing
Exceptions and errors occurring within mission critical applications due...
read it
-
Online Mincut: Advice, Randomization and More
In this paper we study the mincut problem on connected graphs in the onl...
read it
-
VAE-KRnet and its applications to variational Bayes
In this work, we have proposed a generative model for density estimation...
read it