Hao Chen

Hierarchical Marketing Mix Models with Sign Constraints

Marketing mix models (MMMs) are statistical models for measuring the eff...
08/28/2020 ∙ by Hao Chen, et al. ∙ 5 ∙ share

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Parameter-controlled inserting constructions of constant dimension subspace codes

A basic problem in constant dimension subspace coding is to determine th...
08/23/2020 ∙ by Huimin Lao, et al. ∙ 0 ∙ share

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Yet Another Intermediate-Level Attack

The transferability of adversarial examples across deep neural network (...
08/20/2020 ∙ by Qizhang Li, et al. ∙ 3 ∙ share

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A Note on the Sum of Non-Identically Distributed Doubly Truncated Normal Distributions

It is proved that the sum of n independent but non-identically distribut...
08/18/2020 ∙ by Hao Chen, et al. ∙ 0 ∙ share

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3D Human Shape and Pose from a Single Low-Resolution Image with Self-Supervised Learning

3D human shape and pose estimation from monocular images has been an act...
07/27/2020 ∙ by Xiangyu Xu, et al. ∙ 7 ∙ share

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Deep Semi-supervised Knowledge Distillation for Overlapping Cervical Cell Instance Segmentation

Deep learning methods show promising results for overlapping cervical ce...
07/21/2020 ∙ by Yanning Zhou, et al. ∙ 8 ∙ share

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New Non-parametric Tests for Multivariate Paired Data

Paired data are common in many fields, such as medical diagnosis and lon...
07/03/2020 ∙ by Jingru Zhang, et al. ∙ 0 ∙ share

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Group Ensemble: Learning an Ensemble of ConvNets in a single ConvNet

Ensemble learning is a general technique to improve accuracy in machine ...
07/01/2020 ∙ by Hao Chen, et al. ∙ 20 ∙ share

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A Fast and Efficient Change-point Detection Framework for Modern Data

Change-point analysis is thriving in this big data era to address proble...
06/24/2020 ∙ by Yi-Wei Liu, et al. ∙ 0 ∙ share

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Asymptotic distribution-free change-point detection for data with repeated observations

In the regime of change-point detection, a nonparametric framework based...
06/18/2020 ∙ by Hoseung Song, et al. ∙ 0 ∙ share

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FCOS: A simple and strong anchor-free object detector

In computer vision, object detection is one of most important tasks, whi...
06/14/2020 ∙ by Zhi Tian, et al. ∙ 17 ∙ share

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Single-Layer Graph Convolutional Networks For Recommendation

Graph Convolutional Networks (GCNs) and their variants have received sig...
06/07/2020 ∙ by Yue Xu, et al. ∙ 16 ∙ share

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Deep Mining External Imperfect Data for Chest X-ray Disease Screening

Deep learning approaches have demonstrated remarkable progress in automa...
06/06/2020 ∙ by Luyang Luo, et al. ∙ 13 ∙ share

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Efficient Use of heuristics for accelerating XCS-based Policy Learning in Markov Games

In Markov games, playing against non-stationary opponents with learning ...
05/26/2020 ∙ by Hao Chen, et al. ∙ 6 ∙ share

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Integrating Combined Task and Motion Planning with Compliant Control

Planning a motion for inserting pegs remains an open problem. The diffic...
03/26/2020 ∙ by Hao Chen, et al. ∙ 0 ∙ share

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Privacy-preserving Incremental ADMM for Decentralized Consensus Optimization

The alternating direction method of multipliers (ADMM) has been recently...
03/24/2020 ∙ by Yu Ye, et al. ∙ 0 ∙ share

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Cardiovascular risk and work stress in biomedical researchers in China: An observational, big data study protocol

Introduction: Internet technologies could strengthen data collection and...
03/19/2020 ∙ by Fang Zhu, et al. ∙ 0 ∙ share

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Conditional Convolutions for Instance Segmentation

We propose a simple yet effective instance segmentation framework, terme...
03/12/2020 ∙ by Zhi Tian, et al. ∙ 7 ∙ share

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Planning to Build Soma Blocks Using a Dual-arm Robot

This paper presents a planner that can automatically find an optimal ass...
03/02/2020 ∙ by Hao Chen, et al. ∙ 0 ∙ share

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ABCNet: Real-time Scene Text Spotting with Adaptive Bezier-Curve Network

Scene text detection and recognition has received increasing research at...
02/24/2020 ∙ by Yuliang Liu, et al. ∙ 17 ∙ share

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Robust Multimodal Brain Tumor Segmentation via Feature Disentanglement and Gated Fusion

Accurate medical image segmentation commonly requires effective learning...
02/22/2020 ∙ by Cheng Chen, et al. ∙ 10 ∙ share

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TLFW: A Three-layer Framework in Wireless Rechargeable Sensor Network with a Mobile Base Station

Wireless sensor networks as the base support for the Internet of things ...
02/21/2020 ∙ by Anwen Wang, et al. ∙ 0 ∙ share

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Deep Learning for Source Code Modeling and Generation: Models, Applications and Challenges

Deep Learning (DL) techniques for Natural Language Processing have been ...
02/13/2020 ∙ by Triet H. M. Le, et al. ∙ 0 ∙ share

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Progressive Object Transfer Detection

Recent development of object detection mainly depends on deep learning w...
02/12/2020 ∙ by Hao Chen, et al. ∙ 0 ∙ share

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Automatic detection and counting of retina cell nuclei using deep learning

The ability to automatically detect, classify, calculate the size, numbe...
02/10/2020 ∙ by S. M. Hadi Hosseini, et al. ∙ 9 ∙ share

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Unsupervised Bidirectional Cross-Modality Adaptation via Deeply Synergistic Image and Feature Alignment for Medical Image Segmentation

Unsupervised domain adaptation has increasingly gained interest in medic...
02/06/2020 ∙ by Cheng Chen, et al. ∙ 0 ∙ share

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BlendMask: Top-Down Meets Bottom-Up for Instance Segmentation

Instance segmentation is one of the fundamental vision tasks. Recently, ...
01/02/2020 ∙ by Hao Chen, et al. ∙ 29 ∙ share

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Exploring the Capacity of Sequential-free Box Discretization Network for Omnidirectional Scene Text Detection

Omnidirectional scene text detection has received increasing research at...
12/20/2019 ∙ by Yuliang Liu, et al. ∙ 24 ∙ share

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Blind Inpainting of Large-scale Masks of Thin Structures with Adversarial and Reinforcement Learning

Several imaging applications (vessels, retina, plant roots, road network...
12/05/2019 ∙ by Hao Chen, et al. ∙ 13 ∙ share

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Decentralized Consensus Optimization Based on Parallel Random Walk

The alternating direction method of multipliers (ADMM) has recently been...
11/21/2019 ∙ by Yu Ye, et al. ∙ 0 ∙ share

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DirectPose: Direct End-to-End Multi-Person Pose Estimation

We propose the first direct end-to-end multi-person pose estimation fram...
11/18/2019 ∙ by Zhi Tian, et al. ∙ 0 ∙ share

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Classification of Neurodevelopmental Age in Normal Infants Using 3D-CNN based on Brain MRI

Human brain development is rapid during infancy and early childhood. Man...
10/27/2019 ∙ by Mahdieh Shabanian, et al. ∙ 23 ∙ share

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Long Optimal or Small-Defect LRC Codes with Unbounded Minimum Distances

A code over a finite field is called locally recoverable code (LRC) if e...
10/16/2019 ∙ by Hao Chen, et al. ∙ 0 ∙ share

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Long Optimal LRC Codes with Unbounded Localities and Unbounded Minimum Distances

A code over a finite field is called locally recoverable code (LRC) if e...
10/16/2019 ∙ by Hao Chen, et al. ∙ 0 ∙ share

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CNN-based RGB-D Salient Object Detection: Learn, Select and Fuse

The goal of this work is to present a systematic solution for RGB-D sali...
09/20/2019 ∙ by Hao Chen, et al. ∙ 11 ∙ share

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IR-NAS: Neural Architecture Search for Image Restoration

Recently, neural architecture search (NAS) methods have attracted much a...
09/18/2019 ∙ by Haokui Zhang, et al. ∙ 6 ∙ share

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On a conjecture about a class of permutation quadrinomials

Very recently, Tu et al. presented a sufficient condition about (a_1,a_2...
09/18/2019 ∙ by Kangquan Li, et al. ∙ 0 ∙ share

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DS-PASS: Detail-Sensitive Panoramic Annular Semantic Segmentation through SwaftNet for Surrounding Sensing

Semantically interpreting the traffic scene is crucial for autonomous tr...
09/17/2019 ∙ by Kailun Yang, et al. ∙ 3 ∙ share

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An Active Learning Approach for Reducing Annotation Cost in Skin Lesion Analysis

Automated skin lesion analysis is very crucial in clinical practice, as ...
09/05/2019 ∙ by Xueying Shi, et al. ∙ 0 ∙ share

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PRSNet: Part Relation and Selection Network for Bone Age Assessment

Bone age is one of the most important indicators for assessing bone's ma...
09/05/2019 ∙ by Yuanfeng Ji, et al. ∙ 0 ∙ share

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Training Compact Neural Networks via Auxiliary Overparameterization

It is observed that overparameterization (i.e., designing neural network...
09/05/2019 ∙ by Yifan Liu, et al. ∙ 0 ∙ share

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Combined Task and Motion Planning for a Dual-arm Robot to Use a Suction Cup Tool

This paper proposes a combined task and motion planner for a dual-arm ro...
08/31/2019 ∙ by Hao Chen, et al. ∙ 0 ∙ share

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IRNet: Instance Relation Network for Overlapping Cervical Cell Segmentation

Cell instance segmentation in Pap smear image remains challenging due to...
08/19/2019 ∙ by Yanning Zhou, et al. ∙ 0 ∙ share

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Sequential Computer Experimental Design for Estimating an Extreme Probability or Quantile

A computer code can simulate a system's propagation of variation from ra...
08/14/2019 ∙ by Hao Chen, et al. ∙ 0 ∙ share

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Detecting 11K Classes: Large Scale Object Detection without Fine-Grained Bounding Boxes

Recent advances in deep learning greatly boost the performance of object...
08/14/2019 ∙ by Hao Yang, et al. ∙ 2 ∙ share

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New Constructions of Subspace Codes Using Subsets of MRD codes in Several Blocks

A basic problem for the constant dimension subspace coding is to determi...
08/10/2019 ∙ by Hao Chen, et al. ∙ 0 ∙ share

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Unifying Structure Analysis and Surrogate-driven Function Regression for Glaucoma OCT Image Screening

Optical Coherence Tomography (OCT) imaging plays an important role in gl...
07/26/2019 ∙ by Xi Wang, et al. ∙ 0 ∙ share

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Artificial Intelligence-Enabled Cellular Networks: A Critical Path to Beyond-5G and 6G

Mobile Network Operators (MNOs) are in process of overlaying their conve...
07/18/2019 ∙ by Rubayet Shafin, et al. ∙ 0 ∙ share

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Multi-Task Recurrent Convolutional Network with Correlation Loss for Surgical Video Analysis

Surgical tool presence detection and surgical phase recognition are two ...
07/13/2019 ∙ by Yueming Jin, et al. ∙ 2 ∙ share

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Label Aware Graph Convolutional Network -- Not All Edges Deserve Your Attention

Graph classification is practically important in many domains. To solve ...
07/10/2019 ∙ by Hao Chen, et al. ∙ 8 ∙ share

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Hao Chen

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