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03/07/2023
Predicted Embedding Power Regression for Large-Scale Out-of-Distribution Detection
Out-of-distribution (OOD) inputs can compromise the performance and safe...
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10/13/2022
A Large-Scale Annotated Multivariate Time Series Aviation Maintenance Dataset from the NGAFID
This paper presents the largest publicly available, non-simulated, fleet...
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10/11/2022
Smart Hybrid Beamforming and Pilot Assignment for 6G Cell-Free Massive MIMO
This paper investigates Cell-Free massive MIMO networks, where each acce...
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08/27/2022
LAB-Net: LAB Color-Space Oriented Lightweight Network for Shadow Removal
This paper focuses on the limitations of current over-parameterized shad...
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05/10/2022
Shadow-Aware Dynamic Convolution for Shadow Removal
With a wide range of shadows in many collected images, shadow removal ha...
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01/27/2022
Robust Augmentation for Multivariate Time Series Classification
Neural networks are capable of learning powerful representations of data...
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11/14/2021
Cell-Free Massive MIMO with Low-Complexity Hybrid Beamforming
Cell-Free Massive Multiple-input Multiple-output (mMIMO) consists of man...
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10/07/2021
Predictive Maintenance for General Aviation Using Convolutional Transformers
Predictive maintenance systems have the potential to significantly reduc...
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02/18/2021
Can Massive MIMO Support URLLC?
We investigate the feasibility of using Massive MIMO to support URLLC in...
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11/30/2020
Optimally Supporting IoT with Cell-Free Massive MIMO
We study internet of things (IoT) systems supported by cell-free (CF) ma...
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09/02/2020
e-TLD: Event-based Framework for Dynamic Object Tracking
This paper presents a long-term object tracking framework with a moving ...
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06/26/2020
An Interactive Data Visualization and Analytics Tool to Evaluate Mobility and Sociability Trends During COVID-19
The COVID-19 outbreak has dramatically changed travel behavior in affect...
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06/18/2020
Cell-Free Massive MIMO with Nonorthogonal Pilots for Internet of Things
We consider Internet of Things (IoT) organized on the principles of cell...
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09/30/2019
Multiple Antenna Technologies for Beyond 5G
Multiple antenna technologies have attracted large research interest for...
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06/18/2019
Deep Active Learning for Anchor User Prediction
Predicting pairs of anchor users plays an important role in the cross-ne...
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05/27/2019
Computer-aided Detection of Squamous Carcinoma of the Cervix in Whole Slide Images
Goal: Squamous cell carcinoma of cervix is one of the most prevalent can...
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04/24/2019
PCA-RECT: An Energy-efficient Object Detection Approach for Event Cameras
We present the first purely event-based, energy-efficient approach for o...
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04/22/2019
GraphNAS: Graph Neural Architecture Search with Reinforcement Learning
Graph Neural Networks (GNNs) have been popularly used for analyzing non-...
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02/12/2019
Can Massive MIMO Support Uplink Intensive Applications?
Current outdoor mobile network infrastructure cannot support uplink inte...
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10/30/2017