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01/31/2023
A Modular Multi-stage Lightweight Graph Transformer Network for Human Pose and Shape Estimation from 2D Human Pose
In this research, we address the challenge faced by existing deep learni...
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01/31/2023
Skeleton-based Human Action Recognition via Convolutional Neural Networks (CNN)
Recently, there has been a remarkable increase in the interest towards s...
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10/21/2022
An Adaptive Neighborhood Partition Full Conditional Mutual Information Maximization Method for Feature Selection
Feature selection is used to eliminate redundant features and keep relev...
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07/18/2022
Quantum Feature Extraction for THz Multi-Layer Imaging
A learning-based THz multi-layer imaging has been recently used for cont...
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06/28/2022
Bottleneck Low-rank Transformers for Low-resource Spoken Language Understanding
End-to-end spoken language understanding (SLU) systems benefit from pret...
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05/17/2022
AutoQML: Automated Quantum Machine Learning for Wi-Fi Integrated Sensing and Communications
Commercial Wi-Fi devices can be used for integrated sensing and communic...
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05/17/2022
Quantum Transfer Learning for Wi-Fi Sensing
Beyond data communications, commercial-off-the-shelf Wi-Fi devices can b...
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04/03/2022
Exploiting Temporal Relations on Radar Perception for Autonomous Driving
We consider the object recognition problem in autonomous driving using a...
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03/30/2021
Pre-training for low resource speech-to-intent applications
Designing a speech-to-intent (S2I) agent which maps the users' spoken co...
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11/22/2020
AST-GCN: Attribute-Augmented Spatiotemporal Graph Convolutional Network for Traffic Forecasting
Traffic forecasting is a fundamental and challenging task in the field o...
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11/22/2020
Who is in Control? Practical Physical Layer Attack and Defense for mmWave based Sensing in Autonomous Vehicles
With the wide bandwidths in millimeter wave (mmWave) frequency band that...
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10/24/2019
Underwater Cooperative MIMO Communications using Hybrid Acoustic and Magnetic Induction Technique
Future smart ocean applications require long distance and reliable commu...
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08/27/2019
Physical Layer Key Generation in 5G Wireless Networks
The bloom of the fifth generation (5G) communication and beyond serves a...
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05/15/2019
Machine Learning-Based Delay-Aware UAV Detection and Operation Mode Identification over Encrypted Wi-Fi Traffic
The consumer UAV (unmanned aerial vehicle) market has grown significantl...
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02/10/2019
Physical Layer Identification based on Spatial-temporal Beam Features for Millimeter Wave Wireless Networks
With millimeter wave (mmWave) wireless communication envisioned to be th...
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02/06/2019
Deep CSI Learning for Gait Biometric Sensing and Recognition
Gait is a person's natural walking style and a complex biological proces...
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03/13/2013