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Sep 08, 2008
Geometric Topology

Consider the case with m1=n2=1, m2=2, and q=−3. Then, we show that M(0;[2,n1+2],[3,3],−3) contains our desired subfamily. With these choices of mi, n2, and q, we can take any choice of n1 to meet both the requirement for negative definiteness and th…

Obstructing Sliceness in a Family of Montesinos Knots

Using Gauge theoretical techniques employed by Lisca for 2-bridge knots and by Greene-Jabuka for 3-stranded pretzel knots, we show that no member of …
Dec 09, 2014

Detection of a distinct metal-poor stellar halo in the early-type gal…

We present the resolved stellar populations in the inner and outer halo of the nearby lenticular galaxy NGC~3115. Using deep HST observations, we ana…
Apr 25, 2019
Cryptography and Security

$d$-MABE: Distributed Multilevel Attribute-Based EMR Management and …

Current systems used by medical institutions for the management and transfer of Electronic Medical Records (EMR) can be vulnerable to security and pr…
May 25, 2019
Machine Learning
Computer Vision
Functional Analysis

Geometric Wavelet Scattering Networks on Compact Riemannian Manifolds

The Euclidean scattering transform was introduced nearly a decade ago to improve the mathematical understanding of convolutional neural networks. Ins…
May 29, 2019

Measurement of the Crab Nebula at the Highest Energies with HAWC

We present TeV gamma-ray observations of the Crab Nebula, the standard reference source in ground-based gamma-ray astronomy, using data from the High…
Apr 23, 2018
Computer Vision

Fingerprint Match in Box

We open source fingerprint Match in Box, a complete end-to-end fingerprint recognition system embedded within a 4 inch cube. Match in Box stands in c…
Apr 02, 2018
Computer Vision

Face Alignment in Full Pose Range: A 3D Total Solution

Face alignment, which fits a face model to an image and extracts the semantic meanings of facial pixels, has been an important topic in the computer …
Feb 19, 2018
Machine Learning
Artificial Intelligence

Differentially Private Generative Adversarial Network

Generative Adversarial Network (GAN) and its variants have recently attracted intensive research interests due to their elegant theoretical foundatio…
Sep 23, 2016

Quantum information theory of the Bell-state quantum eraser

Quantum systems can display particle- or wave-like properties, depending on the type of measurement that is performed on them. The Bell-state quantum…
Nov 28, 2017

The Top Quark: Past, Present, and Future

In this talk I discuss the widespread impact of the top quark on phenomena in elementary particle physics as codified through the Standard Model (SM)…
May 31, 2017
Computer Vision

Representation Learning by Rotating Your Faces

The large pose discrepancy between two face images is one of the fundamental challenges in automatic face recognition. Conventional approaches to pos…
Apr 30, 2019
Machine Learning

Graph Convolutional Networks with EigenPooling

Graph neural networks, which generalize deep neural network models to graph structured data, have attracted increasing attention in recent years. The…
Dec 31, 2017
Machine Learning

Deep Reinforcement Learning for List-wise Recommendations

Recommender systems play a crucial role in mitigating the problem of information overload by suggesting users' personalized items or services. The va…
Dec 16, 2018
Machine Learning
Computer Vision
Functional Analysis

Geometric Scattering on Manifolds

The Euclidean scattering transform was introduced nearly a decade ago to improve the mathematical understanding of the success of convolutional neura…
Apr 29, 2018
Machine Learning

Simultaneous Parameter Learning and Bi-Clustering for Multi-Response …

We consider multi-response and multitask regression models, where the parameter matrix to be estimated is expected to have an unknown grouping struct…
Apr 25, 2018
Computer Vision

Automatic Cropping Fingermarks: Latent Fingerprint Segmentation

We present a simple but effective method for automatic latent fingerprint segmentation, called SegFinNet. SegFinNet takes a latent image as an input …
Oct 21, 2015
Computational Physics

Cross-platform validation and analysis environment for particle physi…

A multi-platform validation and analysis framework for public Monte Carlo simulation for high-energy particle collisions is discussed. The front-end …
Feb 17, 2014
Computer Vision
Data Structures and Algorithms
Machine Learning

Scalable Kernel Clustering: Approximate Kernel k-means

Kernel-based clustering algorithms have the ability to capture the non-linear structure in real world data. Among various kernel-based clustering alg…
Nov 13, 2012
Machine Learning

Random projection has been widely used in data classification. It maps high-dimensional data into a low-dimensional subspace in order to reduce the computational cost in solving the related optimization problem. While previous studies are focused on…

Recovering the Optimal Solution by Dual Random Projection

Random projection has been widely used in data classification. It maps high-dimensional data into a low-dimensional subspace in order to reduce the c…
Nov 06, 2017
Computation and Language

A Survey on Dialogue Systems: Recent Advances and New Frontiers

Dialogue systems have attracted more and more attention. Recent advances on dialogue systems are overwhelmingly contributed by deep learning techniqu…
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