
D2DEnabled Data Sharing for Distributed Machine Learning at Wireless Network Edge
Mobile edge learning is an emerging technique that enables distributed e...
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Manifold Criterion Guided Transfer Learning via Intermediate Domain Generation
In many practical transfer learning scenarios, the feature distribution ...
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Disentangle Perceptual Learning through Online Contrastive Learning
Pursuing realistic results according to human visual perception is the c...
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Optimally Combining Classifiers for SemiSupervised Learning
This paper considers semisupervised learning for tabular data. It is wi...
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Attentionbased Residual Speech Portrait Model for Speech to Face Generation
Given a speaker's speech, it is interesting to see if it is possible to ...
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Infinitehorizon OffPolicy Policy Evaluation with Multiple Behavior Policies
We consider offpolicy policy evaluation when the trajectory data are ge...
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Shallow2Deep: Indoor Scene Modeling by Single Image Understanding
Dense indoor scene modeling from 2D images has been bottlenecked due to ...
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Learning ContentWeighted Deep Image Compression
Learningbased lossy image compression usually involves the joint optimi...
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HighErResolution Network for Image Demosaicing and Enhancing
Neuralnetworks based image restoration methods tend to use lowresoluti...
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Online Nonconvex Learning for River Pollution Source Identification
In this paper, novel gradient based online learning algorithms are devel...
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Image Quality Assessment for Perceptual Image Restoration: A New Dataset, Benchmark and Metric
Image quality assessment (IQA) is the key factor for the fast developmen...
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Gaussian Processes for Analyzing Positioned Trajectories in Sports
Kernelbased machine learning approaches are gaining increasing interest...
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Learning Inverse Rendering of Faces from Realworld Videos
In this paper we examine the problem of inverse rendering of real face i...
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A LocaltoGlobal Approach to Multimodal Movie Scene Segmentation
Scene, as the crucial unit of storytelling in movies, contains complex a...
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Video Inpainting by Jointly Learning Temporal Structure and Spatial Details
We present a new datadriven video inpainting method for recovering miss...
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Interpreting the Latent Space of GANs for Semantic Face Editing
Despite the recent advance of Generative Adversarial Networks (GANs) in ...
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Designing and Training of A Dual CNN for Image Denoising
Deep convolutional neural networks (CNNs) for image denoising have recen...
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Enabling QualityDriven Scalable Video Transmission over MultiUser NOMA System
Recently, nonorthogonal multiple access (NOMA) has been proposed to ach...
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Multiple Target Tracking by Learning Feature Representation and Distance Metric Jointly
Designing a robust affinity model is the key issue in multiple target tr...
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Vehicle ThreeDimensional Pose and Shape Estimation from Multiple Monocular Vision
This paper proposes an accurate approach to estimate vehicles' 3D pose a...
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Vehicle Pose and Shape Estimation through Multiple Monocular Vision
In this paper, we present an accurate approach to estimate vehicles' pos...
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Velocity formulae between entropy and hitting time for Markov chains
In the absence of acceleration, the velocity formula gives "distance tra...
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Bilinear Factor Matrix Norm Minimization for Robust PCA: Algorithms and Applications
The heavytailed distributions of corrupted outliers and singular values...
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Energy Optimization of Automatic Hybrid Sailboat
Autonomous Surface Vehicles (ASVs) provide an effective way to actualize...
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Receiverdriven Video Multicast over NOMA Systems in Heterogeneous Environments
Nonorthogonal multiple access (NOMA) has shown potential for scalable m...
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Inference on Functionals under First Order Degeneracy
This paper presents a unified second order asymptotic framework for cond...
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An accelerated variant of simulated annealing that converges under fast cooling
Given a target function U to minimize on a finite state space X, a propo...
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AuxBlocks: Defense Adversarial Example via Auxiliary Blocks
Deep learning models are vulnerable to adversarial examples, which poses...
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Twophase Hair Image Synthesis by SelfEnhancing Generative Model
Generating plausible hair image given limited guidance, such as sparse s...
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The Effect of Mobility on Delayed Data Offloading
Delayed offloading is a widely accepted solution for mobile users to off...
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Entropy flow and De Bruijn's identity for a class of stochastic differential equations driven by fractional Brownian motion
Motivated by the classical De Bruijn's identity for the additive Gaussia...
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Blind SuperResolution With Iterative Kernel Correction
Deep learning based methods have dominated superresolution (SR) field d...
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Inexact Block Coordinate Descent Algorithms for Nonsmooth Nonconvex Optimization
In this paper, we propose an inexact block coordinate descent algorithm ...
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Remove Cosine Window from Correlation Filterbased Visual Trackers: When and How
Correlation filters (CFs) have been continuously advancing the stateof...
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BigData Clustering: KMeans or KIndicators?
The Kmeans algorithm is arguably the most popular data clustering metho...
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Clustering by Orthogonal NMF Model and NonConvex Penalty Optimization
The nonnegative matrix factorization (NMF) model with an additional ort...
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A General O(n^2) HyperParameter Optimization for Gaussian Process Regression with CrossValidation and Nonlinearly Constrained ADMM
Hyperparameter optimization remains as the core issue of Gaussian proce...
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Suppressing Model Overfitting for Image SuperResolution Networks
Large deep networks have demonstrated competitive performance in single ...
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Blockchain Games: A Survey
With the support of the blockchain systems, the cryptocurrency has chang...
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A Security Case Study for Blockchain Games
Blockchain gaming is an emerging entertainment paradigm. However, blockc...
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VotingBased MultiAgent Reinforcement Learning
The recent success of singleagent reinforcement learning (RL) encourage...
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Rhythm Dungeon: A Blockchainbased Music Roguelike Game
Rhythm Dungeon is a rhythm game which leverages the blockchain as a shar...
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Technical report for "Virtual Energy Storage Sharing and Capacity Allocation"
Energy storage can play an important role in energy management of end us...
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AWGbased Nonblocking ShuffleExchange Networks
Optical shuffleexchange networks (SENs) have wide application in differ...
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Optimal Energy Allocation and Task Offloading Policy for Wireless Powered Mobile Edge Computing Systems
This paper studies a wireless powered mobile edge computing (MEC) system...
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Universality of the Langevin diffusion as scaling limit of a family of MetropolisHastings processes
Given a target distribution μ on a general state space X and a proposal ...
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Modeling WinnerTakeAll Competition in Sparse Binary Projections
Inspired by the advances in biological science, the study of sparse bina...
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Universality of the Langevin diffusion as scaling limit of a family of MetropolisHastings processes I: fixed dimension
Given a target distribution μ on a general state space X and a proposal ...
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Variable Population Memetic Search: A Case Study on the Critical Node Problem
Populationbased memetic algorithms have been successfully applied to so...
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Overcoming DoF Limitation in Robust Beamforming: A Penalized InequalityConstrained Approach
A wellknown challenge in beamforming is how to optimally utilize the de...
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The Chinese University of Hong Kong, Shenzhen
The establishment of The Chinese University of Hong Kong, Shenzhen [CUHK(SZ)] is an initiative to take this further by extending the CUHK core educational philosophy and values beyond Hong Kong, in order to contribute to higher education across the nation and to groom future generations of university graduates who are international in outlook, learned in the disciplines they follow, upright character, and committed to serving the needs of society. It is an endeavour that will have a profound impact on the training of top talents and on the educational reform in China, and to contribute to the longterm prosperity of Shenzhen, Hong Kong and the Pearl River Delta (PRD) region. 香港中文大学(深圳)于2014年3月21日获教育部批准设立。学校旨在建设成为立足中国、面向世界的一流研究型大学,为国家和地区培养具有国际视野的创新型高层次人才,为深化粤港教育、科技、文化合作,促进珠三角地区长远综合发展作出贡献,并为推动国家高等教育体制改革、建设现代大学制度探索新路。