b'Ying Chen'

KDExplainer: A Task-oriented Attention Model for Explaining Knowledge Distillation

Knowledge distillation (KD) has recently emerged as an efficacious schem...
05/10/2021 ∙ by Mengqi Xue, et al. ∙ 0 ∙ share

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Spectral Machine Learning for Pancreatic Mass Imaging Classification

We present a novel spectral machine learning (SML) method in screening f...
05/03/2021 ∙ by Yiming Liu, et al. ∙ 0 ∙ share

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BSTC: A Large-Scale Chinese-English Speech Translation Dataset

This paper presents BSTC (Baidu Speech Translation Corpus), a large-scal...
04/08/2021 ∙ by Ruiqing Zhang, et al. ∙ 4 ∙ share

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Cooperative Beam Hopping for Accurate Positioning in Ultra-Dense LEO Satellite Networks

In ultra-dense LEO satellite networks, conventional communication-orient...
03/31/2021 ∙ by Yu Wang, et al. ∙ 0 ∙ share

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Refining Neural Networks with Compositional Explanations

Neural networks are prone to learning spurious correlations from biased ...
03/18/2021 ∙ by Huihan Yao, et al. ∙ 0 ∙ share

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Deep Stochastic Volatility Model

Volatility for financial assets returns can be used to gauge the risk fo...
02/25/2021 ∙ by Xiuqin Xu, et al. ∙ 0 ∙ share

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The Variational Bayesian Inference for Network Autoregression Models

We develop a variational Bayesian (VB) approach for estimating large-sca...
02/18/2021 ∙ by Wei-Ting Lai, et al. ∙ 0 ∙ share

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Concentrated Document Topic Model

We propose a Concentrated Document Topic Model(CDTM) for unsupervised te...
02/06/2021 ∙ by Hao Lei, et al. ∙ 0 ∙ share

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Exclusive Topic Modeling

We propose an Exclusive Topic Modeling (ETM) for unsupervised text class...
02/06/2021 ∙ by Hao Lei, et al. ∙ 0 ∙ share

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Mask-based Data Augmentation for Semi-supervised Semantic Segmentation

Semantic segmentation using convolutional neural networks (CNN) is a cru...
01/25/2021 ∙ by Ying Chen, et al. ∙ 0 ∙ share

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MANGO: A Mask Attention Guided One-Stage Scene Text Spotter

Recently end-to-end scene text spotting has become a popular research to...
12/08/2020 ∙ by Liang Qiao, et al. ∙ 0 ∙ share

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Domain Adaptation of Aerial Semantic Segmentation

Semantic segmentation has achieved significant advances in recent years....
12/03/2020 ∙ by Ying Chen, et al. ∙ 0 ∙ share

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Cascade Attentive Dropout for Weakly Supervised Object Detection

Weakly supervised object detection (WSOD) aims to classify and locate ob...
11/20/2020 ∙ by Wenlong Gao, et al. ∙ 0 ∙ share

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Dense U-net for super-resolution with shuffle pooling layer

Single image super-resolution (SISR) in unconstrained environments is ch...
11/11/2020 ∙ by Zhengyang Lu, et al. ∙ 0 ∙ share

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DEAL: Difficulty-aware Active Learning for Semantic Segmentation

Active learning aims to address the paucity of labeled data by finding t...
10/17/2020 ∙ by Shuai Xie, et al. ∙ 0 ∙ share

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Limousine Service Management: Capacity Planning with Predictive Analytics and Optimization

The limousine service in luxury hotels is an integral component of the w...
09/11/2020 ∙ by Peng Liu, et al. ∙ 0 ∙ share

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Regularised Text Logistic Regression: Key Word Detection and Sentiment Classification for Online Reviews

Online customer reviews have become important for managers and executive...
09/09/2020 ∙ by Ying Chen, et al. ∙ 4 ∙ share

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Probabilistic Forecasting for Daily Electricity Loads and Quantiles for Curve-to-Curve Regression

Probabilistic forecasting of electricity load curves is of fundamental i...
09/03/2020 ∙ by Xiuqin Xu, et al. ∙ 0 ∙ share

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Automatic Crack Detection on Road Pavements Using Encoder Decoder Architecture

Inspired by the development of deep learning in computer vision and obje...
07/01/2020 ∙ by Zhun Fan, et al. ∙ 0 ∙ share

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DO-Conv: Depthwise Over-parameterized Convolutional Layer

Convolutional layers are the core building blocks of Convolutional Neura...
06/22/2020 ∙ by Jinming Cao, et al. ∙ 0 ∙ share

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A two-stage framework for short-term wind power forecasting using different feature-learning models

With the growing dependence on wind power generation, improving the accu...
05/31/2020 ∙ by Jiancheng Qin, et al. ∙ 0 ∙ share

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GSTO: Gated Scale-Transfer Operation for Multi-Scale Feature Learning in Pixel Labeling

Existing CNN-based methods for pixel labeling heavily depend on multi-sc...
05/27/2020 ∙ by Zhuoying Wang, et al. ∙ 25 ∙ share

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Stochastic Sparse Subspace Clustering

State-of-the-art subspace clustering methods are based on self-expressiv...
05/04/2020 ∙ by Ying Chen, et al. ∙ 0 ∙ share

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On the Capacity of Fractal D2D Social Networks with Hierarchical Communications

The maximum capacity of fractal D2D (device-to-device) social networks w...
02/26/2020 ∙ by Ying Chen, et al. ∙ 0 ∙ share

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Ensemble of Deep Convolutional Neural Networks for Automatic Pavement Crack Detection and Measurement

Automated pavement crack detection and measurement are important road is...
02/08/2020 ∙ by Zhun Fan, et al. ∙ 37 ∙ share

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MixTConv: Mixed Temporal Convolutional Kernels for Efficient Action Recogntion

To efficiently extract spatiotemporal features of video for action recog...
01/19/2020 ∙ by Kaiyu Shan, et al. ∙ 0 ∙ share

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MeliusNet: Can Binary Neural Networks Achieve MobileNet-level Accuracy?

Binary Neural Networks (BNNs) are neural networks which use binary weigh...
01/16/2020 ∙ by Joseph Bethge, et al. ∙ 0 ∙ share

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Deep SCNN-based Real-time Object Detection for Self-driving Vehicles Using LiDAR Temporal Data

Real-time accurate detection of three-dimensional (3D) objects is a fund...
12/17/2019 ∙ by Shibo Zhou, et al. ∙ 0 ∙ share

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Single Image Super Resolution based on a Modified U-net with Mixed Gradient Loss

Single image super-resolution (SISR) is the task of inferring a high-res...
11/21/2019 ∙ by Zhengyang Lu, et al. ∙ 38 ∙ share

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Direct training based spiking convolutional neural networks for object recognition

Direct training based spiking neural networks (SNNs) have been paid a lo...
09/24/2019 ∙ by Shibo Zhou, et al. ∙ 15 ∙ share

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Bee^+: A 95-mg Four-Winged Insect-Scale Flying Robot Driven by Twinned Unimorph Actuators

We introduce Bee^+, a 95-mg four-winged microrobot with improved control...
05/06/2019 ∙ by Xiufeng Yang, et al. ∙ 0 ∙ share

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CloudPSS: A High-Performance Power System Simulator Based on Cloud Computing

With the increasing computations in power system simulations, high-perfo...
03/04/2019 ∙ by Yankan Song, et al. ∙ 0 ∙ share

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Segmentation of Levator Hiatus Using Multi-Scale Local Region Active contours and Boundary Shape Similarity Constraint

In this paper, a multi-scale framework with local region based active co...
01/11/2019 ∙ by Xinling Zhang, et al. ∙ 0 ∙ share

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M2Det: A Single-Shot Object Detector based on Multi-Level Feature Pyramid Network

Feature pyramids are widely exploited by both the state-of-the-art one-s...
11/12/2018 ∙ by Qijie Zhao, et al. ∙ 6 ∙ share

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Outcome-wide longitudinal designs for causal inference: a new template for empirical studies

In this paper we propose a new template for empirical studies intended t...
10/24/2018 ∙ by Tyler J. VanderWeele, et al. ∙ 0 ∙ share

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Fundamentals on Base Stations in Cellular Networks: From the Perspective of Algebraic Topology

In recent decades, the deployments of cellular networks have been going ...
09/18/2018 ∙ by Ying Chen, et al. ∙ 0 ∙ share

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Contribution of Glottal Waveform in Speech Emotion: A Comparative Pairwise Investigation

In this work, we investigated the contribution of the glottal waveform i...
08/30/2018 ∙ by Zhongzhe Xiao, et al. ∙ 0 ∙ share

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MES-P: an Emotional Tonal Speech Dataset in Mandarin Chinese with Distal and Proximal Labels

Emotion shapes all aspects of our interpersonal and intellectual experie...
08/30/2018 ∙ by Zhongzhe Xiao, et al. ∙ 0 ∙ share

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Study on Base Station Topology in Cellular Networks: Take Advantage of Alpha Shapes, Betti Numbers, and Euler Characteristics

Faced with the ever-increasing trend of the cellular network scale, how ...
08/16/2018 ∙ by Ying Chen, et al. ∙ 0 ∙ share

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Bias Correction Estimation for Continuous-Time Asset Return Model with Jumps

In this paper, local linear estimators are adapted for the unknown infin...
02/14/2018 ∙ by Yuping Song, et al. ∙ 0 ∙ share

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Parity-Check Polar Coding for 5G and Beyond

In this paper, we propose a comprehensive Polar coding solution that int...
01/11/2018 ∙ by Huazi Zhang, et al. ∙ 0 ∙ share

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C-arm Tomographic Imaging Technique for Nephrolithiasis and Detection of Kidney Stones

In this paper, we investigated a C-arm tomographic technique as a new th...
06/08/2017 ∙ by Nuhad A. Malalla, et al. ∙ 0 ∙ share

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Spread spectrum compressed sensing MRI using chirp radio frequency pulses

Compressed sensing has shown great potential in reducing data acquisitio...
01/23/2013 ∙ by Xiaobo Qu, et al. ∙ 0 ∙ share

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Ying Chen

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