Meng Wang

Robust Triple-Matrix-Recovery-Based Auto-Weighted Label Propagation for Classification

The graph-based semi-supervised label propagation algorithm has delivere...
11/20/2019 ∙ by Huan Zhang, et al. ∙ 20 ∙ share

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Generative Adversarial Active Learning for Unsupervised Outlier Detection

Outlier detection is an important topic in machine learning and has been...
09/28/2018 ∙ by Yezheng Liu, et al. ∙ 18 ∙ share

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Learning Structured Twin-Incoherent Twin-Projective Latent Dictionary Pairs for Classification

In this paper, we extend the popular dictionary pair learning (DPL) into...
08/21/2019 ∙ by Zhao Zhang, et al. ∙ 16 ∙ share

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Deep Self-representative Concept Factorization Network for Representation Learning

In this paper, we investigate the unsupervised deep representation learn...
12/13/2019 ∙ by Yan Zhang, et al. ∙ 16 ∙ share

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DerainCycleGAN: An Attention-guided Unsupervised Benchmark for Single Image Deraining and Rainmaking

Single image deraining (SID) is an important and challenging topic in em...
12/15/2019 ∙ by Yanyan Wei, et al. ∙ 16 ∙ share

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3D PersonVLAD: Learning Deep Global Representations for Video-based Person Re-identification

In this paper, we introduce a global video representation to video-based...
12/26/2018 ∙ by Lin Wu, et al. ∙ 12 ∙ share

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Flexible Auto-weighted Local-coordinate Concept Factorization: A Robust Framework for Unsupervised Clustering

Concept Factorization (CF) and its variants may produce inaccurate repre...
09/02/2019 ∙ by Zhao Zhang, et al. ∙ 11 ∙ share

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Discriminative Local Sparse Representation by Robust Adaptive Dictionary Pair Learning

In this paper, we propose a structured Robust Adaptive Dic-tionary Pair ...
11/20/2019 ∙ by Yulin Sun, et al. ∙ 10 ∙ share

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A Coarse-to-Fine Multi-stream Hybrid Deraining Network for Single Image Deraining

Single image deraining task is still a very challenging task due to its ...
08/28/2019 ∙ by Yanyan Wei, et al. ∙ 9 ∙ share

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Learning Hybrid Representation by Robust Dictionary Learning in Factorized Compressed Space

In this paper, we investigate the robust dictionary learning (DL) to dis...
12/26/2019 ∙ by Jiahuan Ren, et al. ∙ 9 ∙ share

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Learning Symmetry Consistent Deep CNNs for Face Completion

Deep convolutional networks (CNNs) have achieved great success in face c...
12/19/2018 ∙ by Xiaoming Li, et al. ∙ 8 ∙ share

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Few-Shot Deep Adversarial Learning for Video-based Person Re-identification

Video-based person re-identification (re-ID) refers to matching people a...
03/29/2019 ∙ by Lin Wu, et al. ∙ 8 ∙ share

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Revisiting Graph based Collaborative Filtering: A Linear Residual Graph Convolutional Network Approach

Graph Convolutional Networks (GCNs) are state-of-the-art graph based rep...
01/28/2020 ∙ by Lei Chen, et al. ∙ 8 ∙ share

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DRD-Net: Detail-recovery Image Deraining via Context Aggregation Networks

Image deraining is a fundamental, yet not well-solved problem in compute...
08/27/2019 ∙ by Sen Deng, et al. ∙ 7 ∙ share

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Joint Subspace Recovery and Enhanced Locality Driven Robust Flexible Discriminative Dictionary Learning

We propose a joint subspace recovery and enhanced locality based robust ...
06/11/2019 ∙ by Zhao Zhang, et al. ∙ 5 ∙ share

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Light Field Saliency Detection with Deep Convolutional Networks

CNN-based methods have been proven to work well for saliency detection o...
06/19/2019 ∙ by Jun Zhang, et al. ∙ 5 ∙ share

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Fully-Convolutional Intensive Feature Flow Neural Network for Text Recognition

The Deep Convolutional Neural Networks (CNNs) have obtained a great succ...
12/13/2019 ∙ by Zhao Zhang, et al. ∙ 5 ∙ share

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Quality-aware Unpaired Image-to-Image Translation

Generative Adversarial Networks (GANs) have been widely used for the ima...
03/15/2019 ∙ by Lei Chen, et al. ∙ 4 ∙ share

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Robust Subspace Discovery by Block-diagonal Adaptive Locality-constrained Representation

We propose a novel and unsupervised representation learning model, i.e.,...
08/04/2019 ∙ by Zhao Zhang, et al. ∙ 3 ∙ share

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Structured Query Construction via Knowledge Graph Embedding

In order to facilitate the accesses of general users to knowledge graphs...
09/06/2019 ∙ by Ruijie Wang, et al. ∙ 3 ∙ share

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Scene Parsing by Weakly Supervised Learning with Image Descriptions

This paper investigates a fundamental problem of scene understanding: ho...
09/27/2017 ∙ by Ruimao Zhang, et al. ∙ 0 ∙ share

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Generative Adversarial Network based on Resnet for Conditional Image Restoration

The GANs promote an adversarive game to approximate complex and jointed ...
07/16/2017 ∙ by Meng Wang, et al. ∙ 0 ∙ share

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Constrained Low-Rank Learning Using Least Squares-Based Regularization

Low-rank learning has attracted much attention recently due to its effic...
11/15/2016 ∙ by Ping Li, et al. ∙ 0 ∙ share

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Online Feature Selection with Group Structure Analysis

Online selection of dynamic features has attracted intensive interest in...
08/21/2016 ∙ by Jing Wang, et al. ∙ 0 ∙ share

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Visual Processing by a Unified Schatten-p Norm and ℓ_q Norm Regularized Principal Component Pursuit

In this paper, we propose a non-convex formulation to recover the authen...
08/20/2016 ∙ by Jing Wang, et al. ∙ 0 ∙ share

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Sketching for Sequential Change-Point Detection

We study sequential change-point detection using sketches (linear projec...
05/25/2015 ∙ by Yang Cao, et al. ∙ 0 ∙ share

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A Deep Structured Model with Radius-Margin Bound for 3D Human Activity Recognition

Understanding human activity is very challenging even with the recently ...
12/05/2015 ∙ by Liang Lin, et al. ∙ 0 ∙ share

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Manipulated Object Proposal: A Discriminative Object Extraction and Feature Fusion Framework for First-Person Daily Activity Recognition

Detecting and recognizing objects interacting with humans lie in the cen...
09/02/2015 ∙ by Changzhi Luo, et al. ∙ 0 ∙ share

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Learning A Task-Specific Deep Architecture For Clustering

While sparse coding-based clustering methods have shown to be successful...
09/01/2015 ∙ by Zhangyang Wang, et al. ∙ 0 ∙ share

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Crowded Scene Analysis: A Survey

Automated scene analysis has been a topic of great interest in computer ...
02/06/2015 ∙ by Teng Li, et al. ∙ 0 ∙ share

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3D Human Activity Recognition with Reconfigurable Convolutional Neural Networks

Human activity understanding with 3D/depth sensors has received increasi...
01/26/2015 ∙ by Keze Wang, et al. ∙ 0 ∙ share

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Robust Face Recognition via Adaptive Sparse Representation

Sparse Representation (or coding) based Classification (SRC) has gained ...
04/18/2014 ∙ by Jing Wang, et al. ∙ 0 ∙ share

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Predicting Rich Drug-Drug Interactions via Biomedical Knowledge Graphs and Text Jointly Embedding

Minimizing adverse reactions caused by drug-drug interactions has always...
12/24/2017 ∙ by Meng Wang, et al. ∙ 0 ∙ share

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PDD Graph: Bridging Electronic Medical Records and Biomedical Knowledge Graphs via Entity Linking

Electronic medical records contain multi-format electronic medical data ...
07/17/2017 ∙ by Meng Wang, et al. ∙ 0 ∙ share

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Self-Supervised Video Hashing with Hierarchical Binary Auto-encoder

Existing video hash functions are built on three isolated stages: frame ...
02/07/2018 ∙ by Jingkuan Song, et al. ∙ 0 ∙ share

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Safe Medicine Recommendation via Medical Knowledge Graph Embedding

Most of the existing medicine recommendation systems that are mainly bas...
10/16/2017 ∙ by Meng Wang, et al. ∙ 0 ∙ share

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Fast and Robust Subspace Clustering Using Random Projections

Over the past several decades, subspace clustering has been receiving in...
03/30/2018 ∙ by Guangcan Liu, et al. ∙ 0 ∙ share

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How Does Bug-Handling Effort Differ Among Different Programming Languages?

Handling bugs is an essential part of software development. The impact o...
01/03/2018 ∙ by Jie Zhang, et al. ∙ 0 ∙ share

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USAR: an interactive user-specific aesthetic ranking framework for images

When assessing whether an image of high or low quality, it is indispensa...
05/03/2018 ∙ by Yongbo Xu, et al. ∙ 0 ∙ share

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A Parameter Estimation of Fractional Order Gray Model Based on Adaptive Dynamic Cat Swarm Algorithm

In this paper, we utilize ADCSO (Adaptive Dynamic Cat Swarm Optimization...
05/22/2018 ∙ by Binyan Lin, et al. ∙ 0 ∙ share

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Matrix Completion with Nonuniform Sampling: Theories and Methods

Prevalent matrix completion theories reply on an assumption that the loc...
05/07/2018 ∙ by Guangcan Liu, et al. ∙ 0 ∙ share

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Explainable Social Contextual Image Recommendation with Hierarchical Attention

Image based social networks are among the most popular social networking...
06/03/2018 ∙ by Le Wu, et al. ∙ 0 ∙ share

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A Parameter Estimation of Fractional Order Grey Model Based on Adaptive Dynamic Cat Swarm Algorithm

In this paper, we utilize ADCSO (Adaptive Dynamic Cat Swarm Optimization...
05/22/2018 ∙ by Binyan Lin, et al. ∙ 0 ∙ share

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Joint Queue-Aware and Channel-Aware Delay Optimal Scheduling of Arbitrarily Bursty Traffic over Multi-State Time-Varying Channels

This paper is motivated by the observation that the average queueing del...
07/26/2018 ∙ by Meng Wang, et al. ∙ 0 ∙ share

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ThingPot: an interactive Internet-of-Things honeypot

The Mirai Distributed Denial-of-Service (DDoS) attack exploited security...
07/11/2018 ∙ by Meng Wang, et al. ∙ 0 ∙ share

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Real-time Fault Localization in Power Grids With Convolutional Neural Networks

Diverse fault types, fast re-closures and complicated transient states a...
10/11/2018 ∙ by Wenting Li, et al. ∙ 0 ∙ share

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MsCGAN: Multi-scale Conditional Generative Adversarial Networks for Person Image Generation

To synthesize high quality person images with arbitrary poses is challen...
10/19/2018 ∙ by Wei Tang, et al. ∙ 0 ∙ share

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National PM2.5 and NO2 Exposure Models for China Based on Land Use Regression, Satellite Measurements, and Universal Kriging

Outdoor air pollution is a major killer worldwide and the fourth largest...
08/28/2018 ∙ by Hao Xu, et al. ∙ 0 ∙ share

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Translating C programs to MSVL programs

C language is one of the most popular languages in system programming an...
08/25/2018 ∙ by Meng Wang, et al. ∙ 0 ∙ share

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SocialGCN: An Efficient Graph Convolutional Network based Model for Social Recommendation

Collaborative Filtering (CF) is one of the most successful approaches fo...
11/07/2018 ∙ by Le Wu, et al. ∙ 0 ∙ share

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Meng Wang

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