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Scalable Variational Bayesian Kernel Selection for Sparse Gaussian Process Regression
This paper presents a variational Bayesian kernel selection (VBKS) algor...
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Texture Deformation Based Generative Adversarial Networks for Face Editing
Despite the significant success in image-to-image translation and latent...
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Deep Learning Based Gait Recognition Using Smartphones in the Wild
Comparing with other biometrics, gait has advantages of being unobtrusiv...
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WaveSNet: Wavelet Integrated Deep Networks for Image Segmentation
In deep networks, the lost data details significantly degrade the perfor...
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A deep network for sinogram and CT image reconstruction
A CT image can be well reconstructed when the sampling rate of the sinog...
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SA-Net: A deep spectral analysis network for image clustering
Although supervised deep representation learning has attracted enormous ...
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Searching Collaborative Agents for Multi-plane Localization in 3D Ultrasound
3D ultrasound (US) is widely used due to its rich diagnostic information...
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A Deep Attentive Convolutional Neural Network for Automatic Cortical Plate Segmentation in Fetal MRI
Fetal cortical plate segmentation is essential in quantitative analysis ...
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Geometry Constrained Weakly Supervised Object Localization
We propose a geometry constrained network, termed GC-Net, for weakly sup...
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Attention-based Pyramid Aggregation Network for Visual Place Recognition
Visual place recognition is challenging in the urban environment and is ...
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Detection of Information Hiding at Anti-Copying 2D Barcodes
This paper concerns the problem of detecting the use of information hidi...
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Multi-factorial Optimization for Large-scale Virtual Machine Placement in Cloud Computing
The placement scheme of virtual machines (VMs) to physical servers (PSs)...
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Boosting CNN-based primary quantization matrix estimation of double JPEG images via a classification-like architecture
The problem of estimation of the primary quantization matrix in double J...
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Deep Attentive Features for Prostate Segmentation in 3D Transrectal Ultrasound
Automatic prostate segmentation in transrectal ultrasound (TRUS) images ...
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JPEG Noises beyond the First Compression Cycle
This paper focuses on the JPEG noises, which include the quantization no...
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A Random Sample Partition Data Model for Big Data Analysis
Big data sets must be carefully partitioned into statistically similar d...
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A wavelet frame coefficient total variational model for image restoration
In this paper, we propose a Rudin-Osher-Fatemi(ROF)-like model for image...
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Kernalised Multi-resolution Convnet for Visual Tracking
Visual tracking is intrinsically a temporal problem. Discriminative Corr...
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Image Companding and Inverse Halftoning using Deep Convolutional Neural Networks
In this paper, we introduce deep learning technology to tackle two tradi...
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A Bidirectional Adaptive Bandwidth Mean Shift Strategy for Clustering
The bandwidth of a kernel function is a crucial parameter in the mean sh...
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Output Constraint Transfer for Kernelized Correlation Filter in Tracking
Kernelized Correlation Filter (KCF) is one of the state-of-the-art objec...
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Robust Gait Recognition by Integrating Inertial and RGBD Sensors
Gait has been considered as a promising and unique biometric for person ...
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Deep Feature Consistent Variational Autoencoder
We present a novel method for constructing Variational Autoencoder (VAE)...
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Robust Elastic Net Regression
We propose a robust elastic net (REN) model for high-dimensional sparse ...
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Object Specific Deep Learning Feature and Its Application to Face Detection
We present a method for discovering and exploiting object specific deep ...
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LOAD: Local Orientation Adaptive Descriptor for Texture and Material Classification
In this paper, we propose a novel local feature, called Local Orientatio...
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Leveraging Long and Short-term Information in Content-aware Movie Recommendation
Movie recommendation systems provide users with ranked lists of movies b...
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User-Centric Joint Transmission in Virtual-Cell-Based Ultra-Dense Networks
In ultra-dense networks (UDNs), distributed radio access points (RAPs) a...
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Enhanced Uplink Resource Allocation in Non-Orthogonal Multiple Access Systems
Non-orthogonal multiple access (NOMA) is envisioned to be one of the mos...
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Artificial-Noise-Aided Secure Channel with a Full-duplex Source
This paper consider a new secure communication scene where a full-duplex...
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Loongson IoT Gateway: A Technical Review
A prototype of Loongson IoT (Internet of Things) ZigBee gateway is alrea...
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An End-to-End Deep Learning Histochemical Scoring System for Breast Cancer Tissue Microarray
One of the methods for stratifying different molecular classes of breast...
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Shake-n-Shack: Enabling Secure Data Exchange Between Smart Wearables via Handshakes
Since ancient Greece, handshaking has been commonly practiced between tw...
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An ADMM Based Method for Computation Rate Maximization in Wireless Powered Mobile-Edge Computing Networks
In this paper, we consider a wireless powered mobile edge computing (MEC...
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Throughput Maximization for Laser-Powered UAV Wireless Communication Systems
Laser power has become a viable solution to provide convenient and susta...
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Instance Similarity Deep Hashing for Multi-Label Image Retrieval
Hash coding has been widely used in the approximate nearest neighbor sea...
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WISERNet: Wider Separate-then-reunion Network for Steganalysis of Color Images
Until recently, those deep steganalyzers in spatial domain are all desig...
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CNN Based Adversarial Embedding with Minimum Alteration for Image Steganography
Historically, steganographic schemes were designed in a way to preserve ...
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Noise Invariant Frame Selection: A Simple Method to Address the Background Noise Problem for Text-independent Speaker Verification
The performance of speaker-related systems usually degrades heavily in p...
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Resource Allocation for Low-Latency Vehicular Communications with Packet Retransmission
Vehicular communications have stringent latency requirements on safety-c...
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Capacitor Based Activity Sensing for Kinetic Powered Wearable IoTs
We propose a novel use of the conventional energy storage component, i.e...
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Reusing Wireless Power Transfer for Backscatter-assisted Cooperation in WPCN
This paper studies a novel user cooperation method in a wireless powered...
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EnTrans:Leveraging Kinetic Energy Harvesting Signal for Transportation Mode Detection
Monitoring the daily transportation modes of an individual provides usef...
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Backscatter-assisted Relaying in Wireless Powered Communications Network
This paper studies a novel cooperation method in a two-user wireless pow...
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Performance Analysis of the Raft Consensus Algorithm for Private Blockchains
Consensus is one of the key problems in blockchains. There are many arti...
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Deep Reinforcement Learning for Online Offloading in Wireless Powered Mobile-Edge Computing Networks
In this paper, we consider a wireless powered mobile-edge computing (MEC...
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Detection of Deep Network Generated Images Using Disparities in Color Components
With the powerful deep network architectures, such as generative adversa...
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Unsupervised Image Super-Resolution using Cycle-in-Cycle Generative Adversarial Networks
We consider the single image super-resolution problem in a more general ...
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Camera Model Identification Using Convolutional Neural Networks
Source camera identification is the process of determining which camera ...
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Fine-Grained Classification of Cervical Cells Using Morphological and Appearance Based Convolutional Neural Networks
Fine-grained classification of cervical cells into different abnormality...
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