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12/01/2021
Shallow Network Based on Depthwise Over-Parameterized Convolution for Hyperspectral Image Classification
Recently, convolutional neural network (CNN) techniques have gained popu...
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08/04/2020
Channel Estimation for RIS-Empowered Multi-User MISO Wireless Communications
Reconfigurable Intelligent Surfaces (RISs) have been recently considered...
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06/09/2020
Single Image Deraining via Scale-space Invariant Attention Neural Network
Image enhancement from degradation of rainy artifacts plays a critical r...
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05/16/2020
Decision Fusion in Space-Time Spreading aided Distributed MIMO WSNs
In this letter, we propose space-time spreading (STS) of local sensor de...
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02/24/2020
Reconfigurable Intelligent Surface Assisted Multiuser MISO Systems Exploiting Deep Reinforcement Learning
Recently, the reconfigurable intelligent surface (RIS), benefited from t...
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12/24/2019
Broad Learning System Based on Maximum Correntropy Criterion
As an effective and efficient discriminative learning method, Broad Lear...
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12/03/2019
Improved S-AF and S-DF Relaying Schemes using Machine Learning based Power Allocation over Cascaded Rayleigh Fading Channels
We investigate the performance of a dual-hop inter-vehicular communicati...
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07/14/2019
Guaranteeing E2E QoS via Joint Radio and NFV Resource Allocation for 5G and Beyond
In this paper, we propose an end to end joint radio and virtual network ...
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05/21/2019
A Universal Approximation Result for Difference of log-sum-exp Neural Networks
We show that a neural network whose output is obtained as the difference...
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03/01/2019
PEA265: Perceptual Assessment of Video Compression Artifacts
The most widely used video encoders share a common hybrid coding framewo...
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02/19/2019
Design and Control of a Quasi-Direct Drive Soft Hybrid Knee Exoskeleton for Injury Prevention during Squatting
This paper presents a new design approach of wearable robots that tackle...
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02/11/2019
Comfort-Centered Design of a Lightweight and Backdrivable Knee Exoskeleton
This paper presents design principles for comfort-centered wearable robo...
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01/28/2019
