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Mohamed Elmahallawy

DIS-Mine: Instance Segmentation for Disaster-Awareness in Poor-Light Condition in Underground Mines

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Nov 20, 2024
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Efficient Brain Imaging Analysis for Alzheimer's and Dementia Detection Using Convolution-Derivative Operations

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Nov 20, 2024
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FisherMask: Enhancing Neural Network Labeling Efficiency in Image Classification Using Fisher Information

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Nov 08, 2024
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CAV-AD: A Robust Framework for Detection of Anomalous Data and Malicious Sensors in CAV Networks

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Jul 07, 2024
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Stitching Satellites to the Edge: Pervasive and Efficient Federated LEO Satellite Learning

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Jan 28, 2024
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Communication-Efficient Federated Learning for LEO Constellations Integrated with HAPs Using Hybrid NOMA-OFDM

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Jan 01, 2024
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Secure and Efficient Federated Learning in LEO Constellations using Decentralized Key Generation and On-Orbit Model Aggregation

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Sep 04, 2023
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A Brain-Computer Interface Augmented Reality Framework with Auto-Adaptive SSVEP Recognition

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Aug 11, 2023
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One-Shot Federated Learning for LEO Constellations that Reduces Convergence Time from Days to 90 Minutes

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May 21, 2023
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Optimizing Federated Learning in LEO Satellite Constellations via Intra-Plane Model Propagation and Sink Satellite Scheduling

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Feb 27, 2023
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