Wei Zhou

Bayesian Spatio-Temporal Graph Convolutional Network for Traffic Forecasting

In traffic forecasting, graph convolutional networks (GCNs), which model...
10/15/2020 ∙ by Jun Fu, et al. ∙ 0 ∙ share

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Affinity Space Adaptation for Semantic Segmentation Across Domains

Semantic segmentation with dense pixel-wise annotation has achieved exce...
09/26/2020 ∙ by Wei Zhou, et al. ∙ 0 ∙ share

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Residual Spatial Attention Network for Retinal Vessel Segmentation

Reliable segmentation of retinal vessels can be employed as a way of mon...
09/18/2020 ∙ by Changlu Guo, et al. ∙ 5 ∙ share

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Deep Local and Global Spatiotemporal Feature Aggregation for Blind Video Quality Assessment

In recent years, deep learning has achieved promising success for multim...
09/07/2020 ∙ by Wei Zhou, et al. ∙ 0 ∙ share

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LIRA: Lifelong Image Restoration from Unknown Blended Distortions

Most existing image restoration networks are designed in a disposable wa...
08/19/2020 ∙ by Jianzhao Liu, et al. ∙ 11 ∙ share

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Learning Disentangled Feature Representation for Hybrid-distorted Image Restoration

Hybrid-distorted image restoration (HD-IR) is dedicated to restore real ...
07/22/2020 ∙ by Xin Li, et al. ∙ 5 ∙ share

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Hierarchical Interaction Networks with Rethinking Mechanism for Document-level Sentiment Analysis

Document-level Sentiment Analysis (DSA) is more challenging due to vague...
07/16/2020 ∙ by Lingwei Wei, et al. ∙ 0 ∙ share

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Rethinking Distributional Matching Based Domain Adaptation

Domain adaptation (DA) is a technique that transfers predictive models t...
06/23/2020 ∙ by Bo Li, et al. ∙ 16 ∙ share

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DyHGCN: A Dynamic Heterogeneous Graph Convolutional Network to Learn Users' Dynamic Preferences for Information Diffusion Prediction

Information diffusion prediction is a fundamental task for understanding...
06/09/2020 ∙ by Chunyuan Yuan, et al. ∙ 0 ∙ share

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AutoSUM: Automating Feature Extraction and Multi-user Preference Simulation for Entity Summarization

Withthegrowthofknowledgegraphs, entity descriptions are becoming extreme...
05/25/2020 ∙ by Dongjun Wei, et al. ∙ 0 ∙ share

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Investigations on Phoneme-Based End-To-End Speech Recognition

Common end-to-end models like CTC or encoder-decoder-attention models us...
05/19/2020 ∙ by Albert Zeyer, et al. ∙ 5 ∙ share

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Blind Quality Assessment for Image Superresolution Using Deep Two-Stream Convolutional Networks

Numerous image superresolution (SR) algorithms have been proposed for re...
04/13/2020 ∙ by Wei Zhou, et al. ∙ 3 ∙ share

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Channel Attention Residual U-Net for Retinal Vessel Segmentation

Retinal vessel segmentation is a vital step for the diagnosis of many ea...
04/07/2020 ∙ by Changlu Guo, et al. ∙ 13 ∙ share

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Dense Residual Network for Retinal Vessel Segmentation

Retinal vessel segmentation plays an imaportant role in the field of ret...
04/07/2020 ∙ by Changlu Guo, et al. ∙ 41 ∙ share

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Full-Sum Decoding for Hybrid HMM based Speech Recognition using LSTM Language Model

In hybrid HMM based speech recognition, LSTM language models have been w...
04/02/2020 ∙ by Wei Zhou, et al. ∙ 0 ∙ share

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The RWTH ASR System for TED-LIUM Release 2: Improving Hybrid HMM with SpecAugment

We present a complete training pipeline to build a state-of-the-art hybr...
04/02/2020 ∙ by Wei Zhou, et al. ∙ 0 ∙ share

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Online Meta-Critic Learning for Off-Policy Actor-Critic Methods

Off-Policy Actor-Critic (Off-PAC) methods have proven successful in a va...
03/11/2020 ∙ by Wei Zhou, et al. ∙ 21 ∙ share

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Blind Omnidirectional Image Quality Assessment with Viewport Oriented Graph Convolutional Networks

Quality assessment of omnidirectional images has become increasingly urg...
02/21/2020 ∙ by Jiahua Xu, et al. ∙ 0 ∙ share

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Logic Bugs in IoT Platforms and Systems: A Review

In recent years, IoT platforms and systems have been rapidly emerging. A...
12/31/2019 ∙ by Wei Zhou, et al. ∙ 0 ∙ share

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Beyond Statistical Relations: Integrating Knowledge Relations into Style Correlations for Multi-Label Music Style Classification

Automatically labeling multiple styles for every song is a comprehensive...
11/09/2019 ∙ by Qianwen Ma, et al. ∙ 0 ∙ share

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Query-bag Matching with Mutual Coverage for Information-seeking Conversations in E-commerce

Information-seeking conversation system aims at satisfying the informati...
11/07/2019 ∙ by Zhenxin Fu, 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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Follow Alice into the Rabbit Hole: Giving Dialogue Agents Understanding of Human Level Attributes

For conversational AI and virtual assistants to communicate with humans ...
10/18/2019 ∙ by Aaron W. Li, et al. ∙ 5 ∙ share

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Feature Fusion Detector for Semantic Cognition of Remote Sensing

The value of remote sensing images is of vital importance in many areas ...
09/28/2019 ∙ by Wei Zhou, et al. ∙ 0 ∙ share

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Jointly embedding the local and global relations of heterogeneous graph for rumor detection

The development of social media has revolutionized the way people commun...
09/10/2019 ∙ by Chunyuan Yuan, et al. ∙ 0 ∙ share

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Learning review representations from user and product level information for spam detection

Opinion spam has become a widespread problem in social media, where hire...
09/10/2019 ∙ by Chunyuan Yuan, et al. ∙ 0 ∙ share

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Tensor Oriented No-Reference Light Field Image Quality Assessment

Light field image (LFI) quality assessment is becoming more and more imp...
09/05/2019 ∙ by Wei Zhou, et al. ∙ 10 ∙ share

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Binocular Rivalry Oriented Predictive Auto-Encoding Network for Blind Stereoscopic Image Quality Assessment

Stereoscopic image quality assessment (SIQA) has encountered non-trivial...
09/04/2019 ∙ by Jiahua Xu, et al. ∙ 0 ∙ share

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Predictive Auto-Encoding Network for Blind Stereoscopic Image Quality Assessment

Stereoscopic image quality assessment (SIQA) has encountered non-trivial...
09/04/2019 ∙ by Jiahua Xu, et al. ∙ 0 ∙ share

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No-Reference Light Field Image Quality Assessment Based on Micro-Lens Image

Light field image quality assessment (LF-IQA) plays a significant role d...
08/27/2019 ∙ by Ziyuan Luo, et al. ∙ 0 ∙ share

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Quality Assessment of Stereoscopic 360-degree Images from Multi-viewports

Objective quality assessment of stereoscopic panoramic images becomes a ...
08/27/2019 ∙ by Jiahua Xu, et al. ∙ 0 ∙ share

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No-Reference Light Field Image Quality Assessment Based on Spatial-Angular Measurement

Light field image quality assessment (LFI-QA) is a significant and chall...
08/17/2019 ∙ by Likun Shi, et al. ∙ 19 ∙ share

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Good Motive but Bad Design: Why ARM MPU Has Become an Outcast in Embedded Systems

As more and more embedded devices are connected to the Internet, leading...
08/09/2019 ∙ by Wei Zhou, et al. ∙ 0 ∙ share

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NNS: The Case For Neural Network-based Sorting

CPU-SIMD/GPU/TPUs will be increasingly powerful. The algorithm using neu...
07/20/2019 ∙ by Xiao-ke Zhu, et al. ∙ 0 ∙ share

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LSTM Language Models for LVCSR in First-Pass Decoding and Lattice-Rescoring

LSTM based language models are an important part of modern LVCSR systems...
07/01/2019 ∙ by Eugen Beck, et al. ∙ 0 ∙ share

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Stereoscopic Omnidirectional Image Quality Assessment Based on Predictive Coding Theory

Objective quality assessment of stereoscopic omnidirectional images is a...
06/12/2019 ∙ by Zhibo Chen, et al. ∙ 0 ∙ share

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Spectral Perturbation Meets Incomplete Multi-view Data

Beyond existing multi-view clustering, this paper studies a more realist...
05/31/2019 ∙ by Hao Wang, et al. ∙ 1 ∙ share

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Review-Driven Answer Generation for Product-Related Questions in E-Commerce

The users often have many product-related questions before they make a p...
04/27/2019 ∙ by Shiqian Chen, et al. ∙ 0 ∙ share

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Feature-Critic Networks for Heterogeneous Domain Generalization

The well known domain shift issue causes model performance to degrade wh...
01/31/2019 ∙ by Yiying Li, et al. ∙ 10 ∙ share

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Hierarchical Reinforcement Learning for Multi-agent MOBA Game

Although deep reinforcement learning has achieved great success recently...
01/23/2019 ∙ by Zhijian Zhang, et al. ∙ 0 ∙ share

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TextField: Learning A Deep Direction Field for Irregular Scene Text Detection

Scene text detection is an important step of scene text reading system. ...
12/04/2018 ∙ by Yongchao Xu, et al. ∙ 16 ∙ share

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Unsupervised Single Image Deraining with Self-supervised Constraints

Most existing single image deraining methods require learning supervised...
11/21/2018 ∙ by Xin Jin, et al. ∙ 12 ∙ share

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Phantom Device Attack: Uncovering the Security Implications of the Interactions among Devices, IoT Cloud, and Mobile Apps

Smart home connects tens of home devices into the Internet, running a sm...
11/08/2018 ∙ by Wei Zhou, et al. ∙ 0 ∙ share

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Automated Evaluation of Semantic Segmentation Robustness for Autonomous Driving

One of the fundamental challenges in the design of perception systems fo...
10/24/2018 ∙ by Wei Zhou, et al. ∙ 2 ∙ share

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Data-driven Discovery of Cyber-Physical Systems

Cyber-physical systems (CPSs) embed software into the physical world. Th...
10/01/2018 ∙ by Xiuchuan Tang, et al. ∙ 0 ∙ share

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Adapting Semantic Segmentation Models for Changes in Illumination and Camera Perspective

Semantic segmentation using deep neural networks has been widely explore...
09/13/2018 ∙ by Wei Zhou, et al. ∙ 2 ∙ 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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Transfer Learning for Context-Aware Question Matching in Information-seeking Conversations in E-commerce

Building multi-turn information-seeking conversation systems is an impor...
06/14/2018 ∙ by Minghui Qiu, et al. ∙ 0 ∙ share

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Visual Comfort Assessment for Stereoscopic Image Retargeting

In recent years, visual comfort assessment (VCA) for 3D/stereoscopic con...
05/15/2018 ∙ by Ya Zhou, et al. ∙ 0 ∙ share

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The Effect of IoT New Features on Security and Privacy: New Threats, Existing Solutions, and Challenges Yet to Be Solved

The future of Internet of Things (IoT) is already upon us. IoT applicati...
02/09/2018 ∙ by Wei Zhou, et al. ∙ 0 ∙ share

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Wei Zhou

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