b'Wei Zhou'

Early Detection of Fake News by Utilizing the Credibility of News, Publishers, and Users Based on Weakly Supervised Learning

The dissemination of fake news significantly affects personal reputation...
12/08/2020 ∙ by Chunyuan Yuan, et al. ∙ 0 ∙ share

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Deep Multi-Scale Features Learning for Distorted Image Quality Assessment

Image quality assessment (IQA) aims to estimate human perception based i...
12/01/2020 ∙ by Wei Zhou, et al. ∙ 0 ∙ share

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SRG-Net: Unsupervised Segmentation for Terracotta Warrior Point Cloud with 3D Pointwise CNN methods

In this paper, we present a seed-region-growing CNN(SRG-Net) for unsuper...
12/01/2020 ∙ by Yao Hu, et al. ∙ 0 ∙ share

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Phoneme Based Neural Transducer for Large Vocabulary Speech Recognition

To join the advantages of classical and end-to-end approaches for speech...
10/30/2020 ∙ by Wei Zhou, et al. ∙ 0 ∙ share

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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 Wei Zhou, 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 Wei Zhou, 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 Wei Zhou, 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 Ziyuan Luo, 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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Wei Zhou

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