
Watermark retrieval from 3D printed objects via synthetic data training
We present a deep neural network based method for the retrieval of water...
05/23/2019 ∙ by Xin Zhang, et al. ∙ 3 ∙ shareread it

Watermark Retrieval from 3D Printed Objects via Convolutional Neural Networks
We present a method for reading digital data embedded in planar 3D print...
11/19/2018 ∙ by Xin Zhang, et al. ∙ 2 ∙ shareread it

Sleep Stage Classification Based on Multilevel Feature Learning and Recurrent Neural Networks via Wearable Device
This paper proposes a practical approach for automatic sleep stage class...
11/02/2017 ∙ by Xin Zhang, et al. ∙ 0 ∙ shareread it

Blocking Collapsed Gibbs Sampler for Latent Dirichlet Allocation Models
The latent Dirichlet allocation (LDA) model is a widelyused latent vari...
08/02/2016 ∙ by Xin Zhang, et al. ∙ 0 ∙ shareread it

Learning Multilevel Features For Sensorbased Human Action Recognition
This paper proposes a multilevel feature learning framework for human a...
11/22/2016 ∙ by Yan Xu, et al. ∙ 0 ∙ shareread it

End to End Learning for SelfDriving Cars
We trained a convolutional neural network (CNN) to map raw pixels from a...
04/25/2016 ∙ by Mariusz Bojarski, et al. ∙ 0 ∙ shareread it

A note on the vertex arboricity of signed graphs
A signed treecoloring of a signed graph (G,σ) is a vertex coloring c so...
08/10/2017 ∙ by Weichan Liu, et al. ∙ 0 ∙ shareread it

Interpreting Neural Network Judgments via Minimal, Stable, and Symbolic Corrections
The paper describes a new algorithm to generate minimal, stable, and sym...
02/21/2018 ∙ by Xin Zhang, et al. ∙ 0 ∙ shareread it

Code Generation Techniques for Raw Data Processing
The motivation of the current study was to design an algorithm that can ...
12/09/2017 ∙ by Xin Zhang, et al. ∙ 0 ∙ shareread it

CovariateAdjusted Tensor Classification in HighDimensions
In contemporary scientific research, it is of great interest to predict ...
05/11/2018 ∙ by Yuqing Pan, et al. ∙ 0 ∙ shareread it

Taming Convergence for Asynchronous Stochastic Gradient Descent with Unbounded Delay in NonConvex Learning
Understanding the convergence performance of asynchronous stochastic gra...
05/24/2018 ∙ by Xin Zhang, et al. ∙ 0 ∙ shareread it

An efficient quantum circuits optimizing scheme compared with QISKit
Recently, the development of quantum chips has made great progress the...
07/04/2018 ∙ by Xin Zhang, et al. ∙ 0 ∙ shareread it

Skeletonbased Gesture Recognition Using Several Fully Connected Layers with Path Signature Features and Temporal Transformer Module
The skeleton based gesture recognition is gaining more popularity due to...
11/17/2018 ∙ by Chenyang Li, et al. ∙ 0 ∙ shareread it

Verifying Fairness Properties via Concentration
As machine learning systems are increasingly used to make real world leg...
12/02/2018 ∙ by Osbert Bastani, et al. ∙ 0 ∙ shareread it

A note on the edge partition of graphs containing either a light edge or an alternating 2cycle
Let G_α be a hereditary graph class (i.e, every subgraph of G_α∈G_α belo...
09/08/2018 ∙ by Xin Zhang, et al. ∙ 0 ∙ shareread it

Compressed Distributed Gradient Descent: CommunicationEfficient Consensus over Networks
Network consensus optimization has received increasing attention in rece...
12/10/2018 ∙ by Xin Zhang, et al. ∙ 0 ∙ shareread it

Iterative Marginal Maximum Likelihood DOD and DOA Estimation for MIMO Radar in the Presence of SIRP Clutter
The spherically invariant random process (SIRP) clutter model is commonl...
11/07/2018 ∙ by Bruno Mériaux, et al. ∙ 0 ∙ shareread it

Secure and Efficiently Searchable IoT Communication Data Management Model: Using Blockchain as a new tool
With the rapid development of the Internet of things (IoT), more and mor...
12/20/2018 ∙ by Ziqing Guo, et al. ∙ 0 ∙ shareread it

orthoDr: semiparametric dimension reduction via orthogonality constrained optimization
orthoDr is a package in R that solves dimension reduction problems using...
11/28/2018 ∙ by Ruoqing Zhu, et al. ∙ 0 ∙ shareread it

Online Search Historyassisted Restart Strategy for Covariance Matrix Adaptation Evolution Strategy
Restart strategy helps the covariance matrix adaptation evolution strate...
03/16/2019 ∙ by Yang Lou, et al. ∙ 0 ∙ shareread it

Spatial CUSUM for Signal Region Detection
Detecting weak clustered signal in spatial data is important but challen...
04/05/2019 ∙ by Xin Zhang, et al. ∙ 0 ∙ shareread it

List edge coloring of outer1planar graphs
A graph is outer1planar if it can be drawn in the plane so that all ve...
02/12/2019 ∙ by Xin Zhang, et al. ∙ 0 ∙ shareread it

A structure of 1planar graph and its applications to coloring problems
A graph is 1planar if it can be drawn on a plane so that each edge is c...
02/24/2019 ∙ by Xin Zhang, et al. ∙ 0 ∙ shareread it

Neural Machine Reading Comprehension: Methods and Trends
Machine Reading Comprehension (MRC), which requires the machine to answe...
07/02/2019 ∙ by Shanshan Liu, et al. ∙ 0 ∙ shareread it

Equitable partition of plane graphs with independent crossings into induced forests
The cluster of a crossing in a graph drawing on the plane is the set of ...
03/20/2019 ∙ by Bei Niu, et al. ∙ 0 ∙ shareread it

Machine Reading Comprehension: a Literature Review
Machine reading comprehension aims to teach machines to understand a tex...
06/30/2019 ∙ by Xin Zhang, et al. ∙ 0 ∙ shareread it

Distributed Linear Model Clustering over Networks: A TreeBased FusedLasso ADMM Approach
In this work, we consider to improve the model estimation efficiency by ...
05/28/2019 ∙ by Xin Zhang, et al. ∙ 0 ∙ shareread it

Simultaneous induction of SSMVEP and SMR Using a Gaiting video stimulus: a novel hybrid braincomputer interface
We proposed a novel visual stimulus for braincomputer interface. The st...
05/30/2019 ∙ by Xin Zhang, et al. ∙ 0 ∙ shareread it

The Random Conditional Distribution for HigherOrder Probabilistic Inference
The need to condition distributional properties such as expectation, var...
03/25/2019 ∙ by Zenna Tavares, et al. ∙ 0 ∙ shareread it

TULIP: A Toolbox for Linear Discriminant Analysis with Penalties
Linear discriminant analysis (LDA) is a powerful tool in building classi...
04/06/2019 ∙ by Yuqing Pan, et al. ∙ 0 ∙ shareread it

Light edges in 1planar graphs of minimum degree 3
A graph is 1planar if it can be drawn in the plane so that each edge is...
08/14/2019 ∙ by Bei Niu, et al. ∙ 0 ∙ shareread it

ByzantineResilient Stochastic Gradient Descent for Distributed Learning: A LipschitzInspired Coordinatewise Median Approach
In this work, we consider the resilience of distributed algorithms based...
09/10/2019 ∙ by Haibo Yang, et al. ∙ 0 ∙ shareread it

Blockchain for Future Smart Grid: A Comprehensive Survey
The concept of smart grid has been introduced as a new vision of the con...
11/08/2019 ∙ by Muhammad Baqer Mollah, et al. ∙ 0 ∙ shareread it

The structure and the list 3dynamic coloring of outer1planar graphs
An outer1planar graph is a graph admitting a drawing in the plane for ...
10/21/2019 ∙ by Yan Li, et al. ∙ 0 ∙ shareread it

Graph Clustering in All Parameter Regimes
Resolution parameters in graph clustering represent a size and quality t...
10/14/2019 ∙ by Junhao Gan, et al. ∙ 0 ∙ shareread it

AirWriting Translater: A Novel Unsupervised Domain Adaptation Method for InertiaTrajectory Translation of Inair Handwriting
As a new way of humancomputer interaction, inertial sensor based inair...
11/01/2019 ∙ by Songbin Xu, et al. ∙ 0 ∙ shareread it

Equitable partition of graphs into induced linear forests
It is proved that the vertex set of any simple graph G can be equitably ...
08/14/2019 ∙ by Xin Zhang, et al. ∙ 0 ∙ shareread it

Equitable treeO(d)coloring of ddegenerate graphs
An equitable treekcoloring of a graph is a vertex coloring on k colors...
08/14/2019 ∙ by Xin Zhang, et al. ∙ 0 ∙ shareread it

Equitable vertex arboricity of ddegenerate graphs
A minimization problem in graph theory socalled the equitable treecolo...
08/14/2019 ∙ by Xin Zhang, et al. ∙ 0 ∙ shareread it
Xin Zhang
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