Qi Zhang

Self-driving scale car trained by Deep reinforcement Learning

This paper considers the problem of self-driving algorithm based on deep...
09/08/2019 ∙ by Qi Zhang, et al. ∙ 23 ∙ share

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Keep it Consistent: Topic-Aware Storytelling from an Image Stream via Iterative Multi-agent Communication

Visual storytelling aims to generate a narrative paragraph from a sequen...
11/11/2019 ∙ by Ruize Wang, et al. ∙ 20 ∙ share

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A Generic Multi-Projection-Center Model and Calibration Method for Light Field Cameras

Light field cameras can capture both spatial and angular information of ...
08/07/2018 ∙ by Qi Zhang, et al. ∙ 2 ∙ share

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Person Re-identification in Aerial Imagery

Nowadays, with the rapid development of consumer Unmanned Aerial Vehicle...
08/14/2019 ∙ by Shizhou Zhang, et al. ∙ 1 ∙ share

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Multiscale probability transformation of basic probability assignment

Decision making is still an open issue in the application of Dempster-Sh...
06/06/2014 ∙ by Meizhu Li, et al. ∙ 0 ∙ share

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Distance function of D numbers

Dempster-Shafer theory is widely applied in uncertainty modelling and kn...
04/13/2014 ∙ by Meizhu Li, et al. ∙ 0 ∙ share

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Optimality of Graphlet Screening in High Dimensional Variable Selection

Consider a linear regression model where the design matrix X has n rows ...
04/29/2012 ∙ by Jiashun Jin, et al. ∙ 0 ∙ share

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Learning Word Embeddings from Intrinsic and Extrinsic Views

While word embeddings are currently predominant for natural language pro...
08/20/2016 ∙ by Jifan Chen, et al. ∙ 0 ∙ share

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Variational Bayesian Inference of Line Spectral Estimation with Multiple Measurement Vectors

In this paper, the line spectral estimation (LSE) problem with multiple ...
03/17/2018 ∙ by Qi Zhang, et al. ∙ 0 ∙ share

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Towards 5G Enabled Tactile Robotic Telesurgery

Robotic telesurgery has a potential to provide extreme and urgent health...
03/09/2018 ∙ by Qi Zhang, et al. ∙ 0 ∙ share

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LedgerGuard: Improving Blockchain Ledger Dependability

The rise of crypto-currencies has spawned great interest in their underl...
05/03/2018 ∙ by Qi Zhang, et al. ∙ 0 ∙ share

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Predicting protein inter-residue contacts using composite likelihood maximization and deep learning

Accurate prediction of inter-residue contacts of a protein is important ...
08/31/2018 ∙ by Haicang Zhang, et al. ∙ 0 ∙ share

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Permissioned Blockchain Technologies for Academic Publishing

Academic publishing is continuously evolving with the gradual adoption o...
09/23/2018 ∙ by Petr Novotný, et al. ∙ 0 ∙ share

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Long Short-Term Memory with Dynamic Skip Connections

In recent years, long short-term memory (LSTM) has been successfully use...
11/09/2018 ∙ by Tao Gui, et al. ∙ 0 ∙ share

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Off-grid Variational Bayesian Inference of Line Spectral Estimation from One-bit Samples

In this paper, the line spectral estimation (LSE) problem is studied fro...
11/14/2018 ∙ by Jiang Zhu, et al. ∙ 0 ∙ share

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Generalized Deduplication: Bounds, Convergence, and Asymptotic Properties

We study a generalization of deduplication, which enables lossless dedup...
01/09/2019 ∙ by Rasmus Vestergaard, et al. ∙ 0 ∙ share

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Learning Fast Matching Models from Weak Annotations

This paper proposes a novel training scheme for fast matching models in ...
01/30/2019 ∙ by Xue Li, et al. ∙ 0 ∙ share

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Hybrid Point Cloud Attribute Compression Using Slice-based Layered Structure and Block-based Intra Prediction

Point cloud compression is a key enabler for the emerging applications o...
04/28/2018 ∙ by Yiting Shao, et al. ∙ 0 ∙ share

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Sogou Machine Reading Comprehension Toolkit

Machine reading comprehension have been intensively studied in recent ye...
03/28/2019 ∙ by Jindou Wu, et al. ∙ 0 ∙ share

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A Unified Framework for Marketing Budget Allocation

While marketing budget allocation has been studied for decades in tradit...
02/04/2019 ∙ by Kui Zhao, et al. ∙ 0 ∙ share

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Posterior-regularized REINFORCE for Instance Selection in Distant Supervision

This paper provides a new way to improve the efficiency of the REINFORCE...
04/17/2019 ∙ by Qi Zhang, et al. ∙ 0 ∙ share

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Address Instance-level Label Prediction in Multiple Instance Learning

Multiple Instance Learning (MIL) is concerned with learning from bags of...
05/29/2019 ∙ by Minlong Peng, et al. ∙ 0 ∙ share

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Learning Task-specific Representation for Novel Words in Sequence Labeling

Word representation is a key component in neural-network-based sequence ...
05/29/2019 ∙ by Minlong Peng, et al. ∙ 0 ∙ share

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Distantly Supervised Named Entity Recognition using Positive-Unlabeled Learning

In this work, we explore the way to perform named entity recognition (NE...
06/04/2019 ∙ by Minlong Peng, et al. ∙ 0 ∙ share

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Time-Series Anomaly Detection Service at Microsoft

Large companies need to monitor various metrics (for example, Page Views...
06/10/2019 ∙ by Hansheng Ren, et al. ∙ 0 ∙ share

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A Comparative Study of Containers and Virtual Machines in Big Data Environment

Container technique is gaining increasing attention in recent years and ...
07/05/2018 ∙ by Qi Zhang, et al. ∙ 0 ∙ share

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Joint Optimization of Cooperative Communication and Computation in Two-Way Relay MEC Systems

Considering two users exchange computational results through a two-way r...
06/06/2019 ∙ by Biyuan Xie, et al. ∙ 0 ∙ share

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Cyber attacks with bounded sensor reading edits for partially-observed discrete event systems

The problem of cyber attacks with bounded sensor reading edits for parti...
06/12/2019 ∙ by Qi Zhang, et al. ∙ 0 ∙ share

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Secure Beamforming in MISO NOMA Backscatter Device Aided Symbiotic Radio Networks

Symbiotic radio (SR) networks are possible solutions to the future low-p...
06/08/2019 ∙ by Yiqing Li, et al. ∙ 0 ∙ share

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Authenticated Key-Value Stores with Hardware Enclaves

Authenticated data storage on an untrusted platform is an important comp...
04/26/2019 ∙ by Yuzhe, et al. ∙ 0 ∙ share

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Image Super-Resolution Using a Wavelet-based Generative Adversarial Network

In this paper, we consider the problem of super-resolution recons-tructi...
07/24/2019 ∙ by Qi Zhang, et al. ∙ 0 ∙ share

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StackVault: Protection from Untrusted Functions

Data exfiltration attacks have led to huge data breaches. Recently, the ...
07/08/2019 ∙ by Qi Zhang, et al. ∙ 0 ∙ share

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A Comparative Measurement Study of Deep Learning as a Service Framework

Big data powered Deep Learning (DL) and its applications have blossomed ...
10/29/2018 ∙ by Yanzhao Wu, et al. ∙ 0 ∙ share

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Beamforming Design in Multiple-Input-Multiple-Output Symbiotic Radio Backscatter Systems

Symbiotic radio (SR) backscatter systems are possible techniques for the...
07/12/2019 ∙ by Tuo Wu, et al. ∙ 0 ∙ share

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Demystifying Learning Rate Polices for High Accuracy Training of Deep Neural Networks

Learning Rate (LR) is an important hyper-parameter to tune for effective...
08/18/2019 ∙ by Yanzhao Wu, et al. ∙ 0 ∙ share

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Simplify the Usage of Lexicon in Chinese NER

Recently, many works have tried to utilizing word lexicon to augment the...
08/16/2019 ∙ by Minlong Peng, et al. ∙ 0 ∙ share

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Efficient Communication in Multi-Agent Reinforcement Learning via Variance Based Control

Multi-agent reinforcement learning (MARL) has recently received consider...
09/06/2019 ∙ by Sai Qian Zhang, et al. ∙ 0 ∙ share

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Weighed Domain-Invariant Representation Learning for Cross-domain Sentiment Analysis

Cross-domain sentiment analysis is currently a hot topic in the research...
09/18/2019 ∙ by Minlong Peng, et al. ∙ 0 ∙ share

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DLB: Deep Learning Based Load Balancing

Load balancing mechanisms have been widely adopted by distributed platfo...
10/18/2019 ∙ by Xiaoke Zhu, et al. ∙ 0 ∙ share

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Joint Beamforming Design in Multi-Cluster MISO NOMA Intelligent Reflecting Surface-Aided Downlink Communication Networks

Considering intelligent reflecting surface (IRS), we study a multi-clust...
09/16/2019 ∙ by Yiqing Li, et al. ∙ 0 ∙ share

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Discrete Argument Representation Learning for Interactive Argument Pair Identification

In this paper, we focus on extracting interactive argument pairs from tw...
11/05/2019 ∙ by Lu Ji, et al. ∙ 0 ∙ share

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Examining effects of green revolution led agricultural expansion on net ecosystem service values in India using multiple valuation approaches

Ecosystem Services are a bundle of natural processes and functions that ...
09/24/2019 ∙ by Srikanta Sannigrahi, et al. ∙ 0 ∙ share

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Constructing Multiple Tasks for Augmentation: Improving Neural Image Classification With K-means Features

Multi-task learning (MTL) has received considerable attention, and numer...
11/18/2019 ∙ by Tao Gui, et al. ∙ 0 ∙ share

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Machine Learning-enhanced Realistic Framework for Real-time Seismic Monitoring – The Winning Solution of the 2017 International Aftershock Detection Contest

Identifying the arrival times of seismic P-phases plays a significant ro...
11/21/2019 ∙ by Dazhong Shen, et al. ∙ 0 ∙ share

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Matrix Completion from Quantized Samples via Generalized Sparse Bayesian Learning

The recovery of a low rank matrix from a subset of noisy low-precision q...
11/22/2019 ∙ by Jiang Zhu, et al. ∙ 0 ∙ share

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Multidimensional Variational Line Spectra Estimation

The fundamental multidimensional line spectral estimation problem is add...
12/26/2019 ∙ by Qi Zhang, et al. ∙ 0 ∙ share

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Rethinking Generalization of Neural Models: A Named Entity Recognition Case Study

While neural network-based models have achieved impressive performance o...
01/12/2020 ∙ by Jinlan Fu, et al. ∙ 0 ∙ share

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Adaptive Task Partitioning at Local Device or Remote Edge Server for Offloading in MEC

Mobile edge computing (MEC) is one of the promising solutions to process...
02/12/2020 ∙ by Jianhui Liu, et al. ∙ 0 ∙ share

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Computation Resource Allocation for Heterogeneous Time-Critical IoT Services in MEC

Mobile edge computing (MEC) is one of the promising solutions to process...
02/12/2020 ∙ by Jianhui Liu, et al. ∙ 0 ∙ share

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Data-Driven Exploration of Factors Affecting Federal Student Loan Repayment

Student loans occupy a significant portion of the federal budget, as wel...
05/03/2018 ∙ by Bin Luo, et al. ∙ 0 ∙ share

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Qi Zhang

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