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Dynamic RAN Slicing for Service-Oriented Vehicular Networks via Constrained Learning
In this paper, we investigate a radio access network (RAN) slicing probl...
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A compact divergence-free H(div)-conforming finite element method for Stokes flows
In this paper, we construct a P_1^c⊕ RT0-P0 discretization of the Stokes...
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MAC for Machine Type Communications in Industrial IoT – Part II: Scheduling and Numerical Results
In the second part of this paper, we develop a centralized packet transm...
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MAC for Machine Type Communications in Industrial IoT – Part I: Protocol Design and Analysis
In this two-part paper, we propose a novel medium access control (MAC) p...
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Replay and Synthetic Speech Detection with Res2net Architecture
Existing approaches for replay and synthetic speech detection still lack...
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Scalable Adversarial Attack on Graph Neural Networks with Alternating Direction Method of Multipliers
Graph neural networks (GNNs) have achieved high performance in analyzing...
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Learned Proximal Networks for Quantitative Susceptibility Mapping
Quantitative Susceptibility Mapping (QSM) estimates tissue magnetic susc...
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SGQuant: Squeezing the Last Bit on Graph Neural Networks with Specialized Quantization
With the increasing popularity of graph-based learning, Graph Neural Net...
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Investigating Robustness of Adversarial Samples Detection for Automatic Speaker Verification
Recently adversarial attacks on automatic speaker verification (ASV) sys...
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Bayesian x-vector: Bayesian Neural Network based x-vector System for Speaker Verification
Speaker verification systems usually suffer from the mismatch problem be...
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Detection and skeletonization of single neurons and tracer injections using topological methods
Neuroscientific data analysis has traditionally relied on linear algebra...
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STH: Spatio-Temporal Hybrid Convolution for Efficient Action Recognition
Effective and Efficient spatio-temporal modeling is essential for action...
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Meta-CoTGAN: A Meta Cooperative Training Paradigm for Improving Adversarial Text Generation
Training generative models that can generate high-quality text with suff...
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A Virtual Network Customization Framework for Multicast Services in NFV-enabled Core Networks
The paradigm of network function virtualization (NFV) with the support o...
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Deep segmental phonetic posterior-grams based discovery of non-categories in L2 English speech
Second language (L2) speech is often labeled with the native, phone cate...
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FFusionCGAN: An end-to-end fusion method for few-focus images using conditional GAN in cytopathological digital slides
Multi-focus image fusion technologies compress different focus depth ima...
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Adversarial Attacks on GMM i-vector based Speaker Verification Systems
This work investigates the vulnerability of Gaussian Mix-ture Model (GMM...
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Logician: A Unified End-to-End Neural Approach for Open-Domain Information Extraction
In this paper, we consider the problem of open information extraction (O...
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Delay-Aware Flow Migration for Embedded Services in 5G Core Networks
Service-oriented virtual network deployment is based on statistical reso...
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An SDN-Based Transmission Protocol with In-Path Packet Caching and Retransmission
In this paper, a comprehensive software-defined networking (SDN) based t...
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Segmentation of Levator Hiatus Using Multi-Scale Local Region Active contours and Boundary Shape Similarity Constraint
In this paper, a multi-scale framework with local region based active co...
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Global optimization of expensive black-box models based on asynchronous hybrid-criterion with interval reduction
In this paper, a new sequential surrogate-based optimization (SSBO) algo...
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Topological Skeletonization and Tree-Summarization of Neurons Using Discrete Morse Theory
Neuroscientific data analysis has classically involved methods for stati...
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A Hybrid Approach for Efficient Wireless Information and Power Transfer in Green C-RAN
In this paper, we consider a green cloud radio access network (C-RAN) wi...
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On Low-Resolution ADCs in Practical 5G Millimeter-Wave Massive MIMO Systems
Nowadays, millimeter-wave (mmWave) massive multiple-input multiple-outpu...
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Noise Robust IOA/CAS Speech Separation and Recognition System For The Third 'CHIME' Challenge
This paper presents the contribution to the third 'CHiME' speech separat...
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