Xiao Chen

Conv-Transformer Transducer: Low Latency, Low Frame Rate, Streamable End-to-End Speech Recognition

Transformer has achieved competitive performance against state-of-the-ar...
08/13/2020 ∙ by Wenyong Huang, et al. ∙ 0 ∙ share

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Real-Time Cardiac Cine MRI with Residual Convolutional Recurrent Neural Network

Real-time cardiac cine MRI does not require ECG gating in the data acqui...
08/12/2020 ∙ by Eric Z. Chen, et al. ∙ 0 ∙ share

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Motion Pyramid Networks for Accurate and Efficient Cardiac Motion Estimation

Cardiac motion estimation plays a key role in MRI cardiac feature tracki...
06/28/2020 ∙ by Hanchao Yu, et al. ∙ 4 ∙ share

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Effective Data Fusion with Generalized Vegetation Index: Evidence from Land Cover Segmentation in Agriculture

How can we effectively leverage the domain knowledge from remote sensing...
05/07/2020 ∙ by Hao Sheng, et al. ∙ 2 ∙ share

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The 1st Agriculture-Vision Challenge: Methods and Results

The first Agriculture-Vision Challenge aims to encourage research in dev...
04/21/2020 ∙ by Mang Tik Chiu, et al. ∙ 18 ∙ share

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Probabilistic Load-Margin Assessment using Vine Copula and Gaussian Process Emulation

The increasing penetration of renewable energy along with the variations...
04/13/2020 ∙ by Yijun Xu, et al. ∙ 0 ∙ share

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Computational Performance of a Germline Variant Calling Pipeline for Next Generation Sequencing

With the booming of next generation sequencing technology and its implem...
04/01/2020 ∙ by Jie Liu, et al. ∙ 0 ∙ share

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FOAL: Fast Online Adaptive Learning for Cardiac Motion Estimation

Motion estimation of cardiac MRI videos is crucial for the evaluation of...
03/10/2020 ∙ by Hanchao Yu, et al. ∙ 12 ∙ share

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Advanced Variations of Two-Dimensional Principal Component Analysis for Face Recognition

The two-dimensional principal component analysis (2DPCA) has become one ...
12/19/2019 ∙ by Meixiang Zhao, et al. ∙ 42 ∙ share

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Energy Resource Control via Privacy Preserving Data

Although the frequent monitoring of smart meters enables granular contro...
10/04/2019 ∙ by Xiao Chen, et al. ∙ 0 ∙ share

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Uncertainty Quantification in Stochastic Economic Dispatch using Gaussian Process Emulation

The increasing penetration of renewable energy resources in power system...
09/20/2019 ∙ by Zhixiong Hu, et al. ∙ 0 ∙ share

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NEZHA: Neural Contextualized Representation for Chinese Language Understanding

The pre-trained language models have achieved great successes in various...
08/31/2019 ∙ by Junqiu Wei, et al. ∙ 0 ∙ share

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Dialog State Tracking with Reinforced Data Augmentation

Neural dialog state trackers are generally limited due to the lack of qu...
08/21/2019 ∙ by Yichun Yin, et al. ∙ 5 ∙ share

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Understanding Video Content: Efficient Hero Detection and Recognition for the Game "Honor of Kings"

In order to understand content and automatically extract labels for vide...
07/18/2019 ∙ by Wentao Yao, et al. ∙ 3 ∙ share

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News Cover Assessment via Multi-task Learning

Online personalized news product needs a suitable cover for the article....
07/17/2019 ∙ by Zixun Sun, et al. ∙ 1 ∙ share

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Modeling Semantic Compositionality with Sememe Knowledge

Semantic compositionality (SC) refers to the phenomenon that the meaning...
07/10/2019 ∙ by Fanchao Qi, et al. ∙ 0 ∙ share

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Relaxed 2-D Principal Component Analysis by L_p Norm for Face Recognition

A relaxed two dimensional principal component analysis (R2DPCA) approach...
05/15/2019 ∙ by Xiao Chen, et al. ∙ 0 ∙ share

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Distributed generation of privacy preserving data with user customization

Distributed devices such as mobile phones can produce and store large am...
04/20/2019 ∙ by Xiao Chen, et al. ∙ 6 ∙ share

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Meta Learning for Few-shot Keyword Spotting

Keyword spotting with limited training data is a challenging task which ...
12/26/2018 ∙ by Yangbin Chen, et al. ∙ 0 ∙ share

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Data-Rate Driven Transmission Strategy for Deep Learning Based Communication Systems

Deep learning (DL) based autoencoder is a promising architecture to impl...
12/20/2018 ∙ by Xiao Chen, et al. ∙ 0 ∙ share

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End-to-end Segmentation with Recurrent Attention Neural Network

Image segmentation quality depends heavily on the quality of the image. ...
12/05/2018 ∙ by Qiaoying Huang, et al. ∙ 16 ∙ share

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Electric vehicle charging during the day or at night: a perspective on carbon emissions

We propose an emission-oriented charging scheme to evaluate the emission...
11/19/2018 ∙ by Xiao Chen, et al. ∙ 0 ∙ share

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Understanding Compressive Adversarial Privacy

Designing a data sharing mechanism without sacrificing too much privacy ...
09/21/2018 ∙ by Xiao Chen, et al. ∙ 0 ∙ share

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Dual-label Deep LSTM Dereverberation For Speaker Verification

In this paper, we present a reverberation removal approach for speaker v...
09/08/2018 ∙ by Hao Zhang, et al. ∙ 0 ∙ share

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Android HIV: A Study of Repackaging Malware for Evading Machine-Learning Detection

Machine learning based solutions have been successfully employed for aut...
08/10/2018 ∙ by Xiao Chen, et al. ∙ 0 ∙ share

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Generative Adversarial Privacy

We present a data-driven framework called generative adversarial privacy...
07/13/2018 ∙ by Chong Huang, et al. ∙ 0 ∙ share

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A Generalized Data Representation and Training-Performance Analysis for Deep Learning-Based Communications Systems

Deep learning (DL)-based autoencoder is a potential architecture to impl...
06/27/2018 ∙ by Xiao Chen, et al. ∙ 0 ∙ share

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A Generalized Data Representation for Deep Learning-Based Communications Systems

Deep learning (DL)-based autoencoder is a potential architecture to impl...
06/27/2018 ∙ by Xiao Chen, et al. ∙ 0 ∙ share

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Infrastructure Quality Assessment in Africa using Satellite Imagery and Deep Learning

The UN Sustainable Development Goals allude to the importance of infrast...
06/03/2018 ∙ by Barak Oshri, et al. ∙ 0 ∙ share

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Using AI to Hack IA: A New Stealthy Spyware Against Voice Assistance Functions in Smart Phones

Intelligent Personal Assistant (IA), also known as Voice Assistant (VA),...
05/16/2018 ∙ by Rongjunchen Zhang, et al. ∙ 0 ∙ share

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High-dimensional Stochastic Inversion via Adjoint Models and Machine Learning

Performing stochastic inversion on a computationally expensive forward s...
03/16/2018 ∙ by Charanraj A. Thimmisetty, et al. ∙ 0 ∙ share

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A hybrid architecture for astronomical computing

With many large science equipment constructing and putting into use, ast...
01/19/2018 ∙ by Changhua Li, et al. ∙ 0 ∙ share

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Parking Sensing and Information System: Sensors, Deployment, and Evaluation

This paper describes a smart parking sensing and information system that...
12/07/2017 ∙ by Xiao Chen, et al. ∙ 0 ∙ share

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Context-Aware Generative Adversarial Privacy

Preserving the utility of published datasets while simultaneously provid...
10/26/2017 ∙ by Chong Huang, et al. ∙ 0 ∙ share

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Statistical Parametric Speech Synthesis Using Generative Adversarial Networks Under A Multi-task Learning Framework

In this paper, we aim at improving the performance of synthesized speech...
07/06/2017 ∙ by Shan Yang, et al. ∙ 0 ∙ share

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Xiao Chen

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