
Universal RateDistortionPerception Representations for Lossy Compression
In the context of lossy compression, Blau Michaeli (2019) adopt a ma...
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JASGAN: Generative Adversarial Network Based Joint Atrium and Scar Segmentations on Unbalanced Atrial Targets
Automated and accurate segmentations of left atrium (LA) and atrial scar...
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NTIRE 2021 Challenge on Quality Enhancement of Compressed Video: Methods and Results
This paper reviews the first NTIRE challenge on quality enhancement of c...
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Bayesian Optimisation for a Biologically Inspired Population Neural Network
We have used Bayesian Optimisation (BO) to find hyperparameters in an e...
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LinDA: Linear Models for Differential Abundance Analysis of Microbiome Compositional Data
One fundamental statistical task in microbiome data analysis is differen...
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Optimal False Discovery Rate Control for Large Scale Multiple Testing with Auxiliary Information
Largescale multiple testing is a fundamental problem in high dimensiona...
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Towards a Unified Approach to Single Image Deraining and Dehazing
We develop a new physical model for the rain effect and show that the we...
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GridDehazeNet+: An Enhanced MultiScale Network with IntraTask Knowledge Transfer for Single Image Dehazing
We propose an enhanced multiscale network, dubbed GridDehazeNet+, for s...
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On Optimal Power Control for Energy Harvesting Communications with Lookahead
Consider the problem of power control for an energy harvesting communica...
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PSCCNet: Progressive SpatioChannel Correlation Network for Image Manipulation Detection and Localization
To defend against manipulation of image content, such as splicing, copy...
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Learning for Unconstrained SpaceTime Video SuperResolution
Recent years have seen considerable research activities devoted to video...
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Constrained Secrecy Capacity of PartialResponse Wiretap Channels
We consider reliable and secure communication over partialresponse wire...
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Graphs of Joint Types, Noninteractive Simulation, and Stronger Hypercontractivity
In this paper, we introduce the concept of a type graph, namely a bipart...
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EdgeFeatured Graph Attention Network
Lots of neural network architectures have been proposed to deal with lea...
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Secure LocationAware Authentication and Communication for Intelligent Transportation Systems
Intelligent transportation systems (ITS) are expected to effectively cre...
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AIM 2020 Challenge on Learned Image Signal Processing Pipeline
This paper reviews the second AIM learned ISP challenge and provides the...
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Covariate Adaptive Familywise Error Rate Control for GenomeWide Association Studies
The familywise error rate (FWER) has been widely used in genomewide as...
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APB2FaceV2: RealTime AudioGuided MultiFace Reenactment
Audioguided face reenactment aims to generate a photorealistic face tha...
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Temporal Positiveunlabeled Learning for Biomedical Hypothesis Generation via Risk Estimation
Understanding the relationships between biomedical terms like viruses, d...
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Exploit Camera Raw Data for Video SuperResolution via Hidden Markov Model Inference
To the best of our knowledge, the existing deeplearningbased Video Sup...
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Video Interpolation via Generalized Deformable Convolution
Video interpolation aims at increasing the frame rate of a given video b...
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AWNet: Attentive Wavelet Network for Image ISP
As the revolutionary improvement being made on the performance of smartp...
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NTIRE 2020 Challenge on Image Demoireing: Methods and Results
This paper reviews the Challenge on Image Demoireing that was part of th...
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Efficient longdistance relation extraction with DGSpanBERT
In natural language processing, relation extraction seeks to rationally ...
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A Learning Framework for nbit Quantized Neural Networks toward FPGAs
The quantized neural network (QNN) is an efficient approach for network ...
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Vector Gaussian Successive Refinement With Degraded Side Information
We investigate the problem of the successive refinement for WynerZiv co...
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Simultaneous Left Atrium Anatomy and Scar Segmentations via Deep Learning in Multiview Information with Attention
Threedimensional late gadolinium enhanced (LGE) cardiac MR (CMR) of lef...
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EndToEnd Trainable Video SuperResolution Based on a New Mechanism for Implicit Motion Estimation and Compensation
Video superresolution aims at generating a highresolution video from i...
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A Maximin Optimal Online Power Control Policy for Energy Harvesting Communications
A general theory of online power control for discretetime battery limit...
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On the Optimality of the Greedy Policy for Battery Limited Energy Harvesting Communications
Consider a battery limited energy harvesting communication system with o...
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Covariate Adaptive False Discovery Rate Control with Applications to OmicsWide Multiple Testing
Conventional multiple testing procedures often assume hypotheses for dif...
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Generalized Gaussian Multiterminal Source Coding in the HighResolution Regime
A conjectural expression of the asymptotic gap between the ratedistorti...
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GridDehazeNet: AttentionBased MultiScale Network for Image Dehazing
We propose an endtoend trainable Convolutional Neural Network (CNN), n...
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A Robust Billboardbased Freeviewpoint Video Synthesizing Algorithm for Sports Scenes
We present a billboardbased freeviewpoint video synthesizing algorithm...
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Discriminative Consistent Domain Generation for Semisupervised Learning
Deep learning based task systems normally rely on a large amount of manu...
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The Optimal Power Control Policy for an Energy Harvesting System with LookAhead: Bernoulli Energy Arrivals
We study power control for an energy harvesting communication system wit...
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A Fast Freeviewpoint Video Synthesis Algorithm for Sports Scenes
In this paper, we report on a parallel freeviewpoint video synthesis alg...
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Outage Analysis of Heterogeneous mmWave Cellular Networks Employing JSDM
In this paper, the outage performance of a twotier heterogeneous mmWave...
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Successive WynerZiv Coding for the Binary CEO Problem under Logarithmic Loss
The Llink binary Chief Executive Officer (CEO) problem under logarithmi...
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Generic ModelAgnostic Convolutional Neural Network for Single Image Dehazing
Haze and smog are among the most common environmental factors impacting ...
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Latticebased Robust Distributed Source Coding
In this paper, we propose a latticebased robust distributed source codi...
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CapacityAchieving Private Information Retrieval Codes with Optimal Message Size and Upload Cost
We propose a new capacityachieving code for the private information ret...
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Keyphrase Generation with Correlation Constraints
In this paper, we study automatic keyphrase generation. Although convent...
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Robust Distributed Compression of Symmetrically Correlated Gaussian Sources
Consider a lossy compression system with ℓ distributed encoders and a ce...
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Action Recognition for Depth Video using Multiview Dynamic Images
Dynamic image is the recently emerged action representation paradigm abl...
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Outage Analysis of RelayAssisted mmWave Cellular Systems Employing JSDM
In this paper, the outage performance of relayassisted millimeter wave ...
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Multiview TwoTask Recursive Attention Model for Left Atrium and Atrial Scars Segmentation
Late Gadolinium Enhanced Cardiac MRI (LGECMRI) for detecting atrial sca...
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A Geometric Property of Relative Entropy and the Universal Threshold Phenomenon for BinaryInput Channels with Noisy State Information at the Encoder
Tight lower and upper bounds on the ratio of relative entropies of two p...
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Successive WynerZiv Coding for the Binary CEO Problem under LogLoss
An llink binary CEO problem is considered in this paper. We present a p...
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Binary CEO Problem under LogLoss with BSC TestChannel Model
In this paper, we propose an efficient coding scheme for the twolink bi...
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Jun Chen
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