Qi Wang

Detecting AI Trojans Using Meta Neural Analysis

Machine learning models, especially neural networks (NNs), have achieved...
10/08/2019 ∙ by Xiaojun Xu, et al. ∙ 27 ∙ share

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Optimal Clustering Framework for Hyperspectral Band Selection

Band selection, by choosing a set of representative bands in hyperspectr...
04/30/2019 ∙ by Qi Wang, et al. ∙ 16 ∙ share

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Domain-adaptive Crowd Counting via Inter-domain Features Segregation and Gaussian-prior Reconstruction

Recently, crowd counting using supervised learning achieves a remarkable...
12/08/2019 ∙ by Junyu Gao, et al. ∙ 12 ∙ share

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Stable and Efficient Policy Evaluation

Policy evaluation algorithms are essential to reinforcement learning due...
06/06/2020 ∙ by Daoming Lyu, et al. ∙ 12 ∙ share

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Anomaly Detection in Traffic Scenes via Spatial-aware Motion Reconstruction

Anomaly detection from a driver's perspective when driving is important ...
04/30/2019 ∙ by Yuan Yuan, et al. ∙ 10 ∙ share

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GETNET: A General End-to-end Two-dimensional CNN Framework for Hyperspectral Image Change Detection

Change detection (CD) is an important application of remote sensing, whi...
05/05/2019 ∙ by Qi Wang, et al. ∙ 10 ∙ share

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Feature-aware Adaptation and Structured Density Alignment for Crowd Counting in Video Surveillance

With the development of deep neural networks, the performance of crowd c...
12/08/2019 ∙ by Junyu Gao, et al. ∙ 10 ∙ share

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Weakly Supervised Adversarial Domain Adaptation for Semantic Segmentation in Urban Scenes

Semantic segmentation, a pixel-level vision task, is developed rapidly b...
04/19/2019 ∙ by Qi Wang, et al. ∙ 8 ∙ share

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Early Action Prediction with Generative Adversarial Networks

Action Prediction is aimed to determine what action is occurring in a vi...
04/30/2019 ∙ by Dong Wang, et al. ∙ 8 ∙ share

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VSSA-NET: Vertical Spatial Sequence Attention Network for Traffic Sign Detection

Although traffic sign detection has been studied for years and great pro...
05/05/2019 ∙ by Yuan Yuan, et al. ∙ 8 ∙ share

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SCAR: Spatial-/Channel-wise Attention Regression Networks for Crowd Counting

Recently, crowd counting is a hot topic in crowd analysis. Many CNN-base...
08/10/2019 ∙ by Junyu Gao, et al. ∙ 7 ∙ share

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DT-LET: Deep Transfer Learning by Exploring where to Transfer

Previous transfer learning methods based on deep network assume the know...
09/23/2018 ∙ by Jianzhe Lin, et al. ∙ 4 ∙ share

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Embedding Structured Contour and Location Prior in Siamesed Fully Convolutional Networks for Road Detection

Road detection from the perspective of moving vehicles is a challenging ...
05/05/2019 ∙ by Qi Wang, et al. ∙ 4 ∙ share

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A Joint Convolutional Neural Networks and Context Transfer for Street Scenes Labeling

Street scene understanding is an essential task for autonomous driving. ...
05/05/2019 ∙ by Qi Wang, et al. ∙ 4 ∙ share

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NWPU-Crowd: A Large-Scale Benchmark for Crowd Counting

In the last decade, crowd counting attracts much attention of researcher...
01/10/2020 ∙ by Qi Wang, et al. ∙ 4 ∙ share

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From Maxout to Channel-Out: Encoding Information on Sparse Pathways

Motivated by an important insight from neural science, we propose a new ...
11/18/2013 ∙ by Qi Wang, et al. ∙ 0 ∙ share

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Incorporating Dictionaries into Deep Neural Networks for the Chinese Clinical Named Entity Recognition

Clinical Named Entity Recognition (CNER) aims to identify and classify c...
04/13/2018 ∙ by Qi Wang, et al. ∙ 0 ∙ share

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Towards Massive Connectivity Support for Scalable mMTC Communications in 5G networks

The fifth generation of cellular communication systems is foreseen to en...
04/05/2018 ∙ by Carsten Bockelmann, et al. ∙ 0 ∙ share

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An attention-based Bi-GRU-CapsNet model for hypernymy detection between compound entities

Named entities which composed of multiple continuous words frequently oc...
05/13/2018 ∙ by Qi Wang, et al. ∙ 0 ∙ share

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A Bibliometric Model for Identifying Emerging Research Topics

Detecting emerging research topics is essential, not only for research a...
07/12/2017 ∙ by Qi Wang, et al. ∙ 0 ∙ share

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Recurrent Capsule Network for Relations Extraction: A Practical Application to the Severity Classification of Coronary Artery Disease

Coronary artery disease (CAD) is one of the leading causes of cardiovasc...
07/18/2018 ∙ by Qi Wang, et al. ∙ 0 ∙ share

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Fast and Accurate Recognition of Chinese Clinical Named Entities with Residual Dilated Convolutions

Clinical Named Entity Recognition (CNER) aims to identify and classify c...
08/27/2018 ∙ by Jiahui Qiu, et al. ∙ 0 ∙ share

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Secure outsourced calculations with homomorphic encryption

With the rapid development of cloud computing, the privacy security inci...
12/03/2018 ∙ by Qi Wang, et al. ∙ 0 ∙ share

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Multi-Channel Auto-Encoder for Speech Emotion Recognition

Inferring emotion status from users' queries plays an important role to ...
10/25/2018 ∙ by Zefang Zong, et al. ∙ 0 ∙ share

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Learning from Synthetic Data for Crowd Counting in the Wild

Recently, counting the number of people for crowd scenes is a hot topic ...
03/08/2019 ∙ by Qi Wang, et al. ∙ 0 ∙ share

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VMAV-C: A Deep Attention-based Reinforcement Learning Algorithm for Model-based Control

Recent breakthroughs in Go play and strategic games have witnessed the g...
12/24/2018 ∙ by Xingxing Liang, et al. ∙ 0 ∙ share

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Anonymous Auction Protocol Based on Time-Released Encryption atop Consortium Blockchain

The Ethereum blockchain as a decentralized platform is so successful tha...
03/08/2019 ∙ by Jie Xiong, et al. ∙ 0 ∙ share

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Steiner systems S(2,4,2^m) for m ≡ 0 4 supported by a family of extended cyclic codes

In [C. Ding, An infinite family of Steiner systems S(2,4,2^m) from cycli...
04/04/2019 ∙ by Qi Wang, et al. ∙ 0 ∙ share

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Cross-Modal Message Passing for Two-stream Fusion

Processing and fusing information among multi-modal is a very useful tec...
04/30/2019 ∙ by Dong Wang, et al. ∙ 0 ∙ share

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Memory-Augmented Temporal Dynamic Learning for Action Recognition

Human actions captured in video sequences contain two crucial factors fo...
04/30/2019 ∙ by Yuan Yuan, et al. ∙ 0 ∙ share

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Forward Vehicle Collision Warning Based on Quick Camera Calibration

Forward Vehicle Collision Warning (FCW) is one of the most important fun...
04/22/2019 ∙ by Yuwei Lu, et al. ∙ 0 ∙ share

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Tracking as A Whole: Multi-Target Tracking by Modeling Group Behavior with Sequential Detection

Video-based vehicle detection and tracking is one of the most important ...
04/22/2019 ∙ by Yuan Yuan, et al. ∙ 0 ∙ share

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Deep Bayesian Multi-Target Learning for Recommender Systems

With the increasing variety of services that e-commerce platforms provid...
02/25/2019 ∙ by Qi Wang, et al. ∙ 0 ∙ share

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Learning by Inertia: Self-supervised Monocular Visual Odometry for Road Vehicles

In this paper, we present iDVO (inertia-embedded deep visual odometry), ...
05/05/2019 ∙ by Chengze Wang, et al. ∙ 0 ∙ share

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Locality and Structure Regularized Low Rank Representation for Hyperspectral Image Classification

Hyperspectral image (HSI) classification, which aims to assign an accura...
05/07/2019 ∙ by Qi Wang, et al. ∙ 0 ∙ share

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PatientEG Dataset: Bringing Event Graph Model with Temporal Relations to Electronic Medical Records

Medical activities, such as diagnoses, medicine treatments, and laborato...
12/24/2018 ∙ by Xuli Liu, et al. ∙ 0 ∙ share

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PCC Net: Perspective Crowd Counting via Spatial Convolutional Network

Crowd counting from a single image is a challenging task due to high app...
05/24/2019 ∙ by Junyu Gao, et al. ∙ 0 ∙ share

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A Bayesian-Based Approach for Public Sentiment Modeling

Public sentiment is a direct public-centric indicator for the success of...
04/05/2019 ∙ by Yudi Chen, et al. ∙ 0 ∙ share

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Optimization-based Decentralized Coded Caching for Files and Caches with Arbitrary Size

Existing decentralized coded caching solutions cannot guarantee small lo...
05/05/2019 ∙ by Qi Wang, et al. ∙ 0 ∙ share

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Consistency of interdisciplinarity measures

Assessing interdisciplinarity is an important and challenging work in bi...
10/01/2018 ∙ by Qi Wang, et al. ∙ 0 ∙ share

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Placement Delivery Arrays from Combinations of Strong Edge Colorings

It has recently been pointed out in both of the works [C. Shanguan, Y. Z...
07/06/2019 ∙ by Jerod Michel, et al. ∙ 0 ∙ share

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An Exact Auxiliary Variable Gibbs Sampler for a Class of Diffusions

Stochastic differential equations (SDEs) or diffusions are continuous-va...
03/26/2019 ∙ by Qi Wang, et al. ∙ 0 ∙ share

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Auditable Credential Anonymity Revocation Based on Privacy-Preserving Smart Contracts

Anonymity revocation is an essential component of credential issuing sys...
08/07/2019 ∙ by Rujia Li, et al. ∙ 0 ∙ share

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Arbitrarily High-order Unconditionally Energy Stable Schemes for Gradient Flow Models Using the Scalar Auxiliary Variable Approach

In this paper, we propose a novel family of high-order numerical schemes...
07/09/2019 ∙ by Yuezheng Gong, et al. ∙ 0 ∙ share

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Arbitrarily High-order Unconditionally Energy Stable Schemes for Thermodynamically Consistent Gradient Flow Models

We present a systematical approach to developing arbitrarily high order,...
07/11/2019 ∙ by Yuezheng Gong, et al. ∙ 0 ∙ share

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Combinatorial t-designs from quadratic functions

Combinatorial t-designs have been an interesting topic in combinatorics ...
07/14/2019 ∙ by Can Xiang, et al. ∙ 0 ∙ share

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Estimating Commuting Patterns from High Resolution Phone GPS Data

The rise of location positioning technologies has generated enormous vol...
06/19/2019 ∙ by Bita Sadeghinasr, et al. ∙ 0 ∙ share

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New nonexistence results on (m,n)-generalized bent functions

In this paper, we present some new nonexistence results on (m,n)-general...
08/02/2019 ∙ by Ka Hin Leung, et al. ∙ 0 ∙ share

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Listen to the Image

Visual-to-auditory sensory substitution devices can assist the blind in ...
04/19/2019 ∙ by Di Hu, et al. ∙ 0 ∙ share

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IBRS: An Efficient Identity-based Batch Verification Scheme for VANETs Based on Ring Signature

Vehicular ad-hoc networks (VANETs) are one of the most important compone...
09/29/2019 ∙ by Feng Liu, et al. ∙ 0 ∙ share

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Qi Wang

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