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10/22/2022
Mixed Precision Quantization to Tackle Gradient Leakage Attacks in Federated Learning
Federated Learning (FL) enables collaborative model building among a lar...
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08/10/2022
TagTeam: Towards Wearable-Assisted, Implicit Guidance for Human–Drone Teams
The availability of sensor-rich smart wearables and tiny, yet capable, u...
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05/10/2022
An Edge-Cloud Integrated Framework for Flexible and Dynamic Stream Analytics
With the popularity of Internet of Things (IoT), edge computing and clou...
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12/17/2021
Reproducible and Portable Big Data Analytics in the Cloud
Cloud computing has become a major approach to help reproduce computatio...
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10/01/2021
CCS-GAN: COVID-19 CT-scan classification with very few positive training images
We present a novel algorithm that is able to classify COVID-19 pneumonia...
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04/02/2021
Toward Generating Synthetic CT Volumes using a 3D-Conditional Generative Adversarial Network
We present a novel conditional Generative Adversarial Network (cGAN) arc...
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09/26/2020
Generating Realistic COVID19 X-rays with a Mean Teacher + Transfer Learning GAN
COVID-19 is a novel infectious disease responsible for over 800K deaths ...
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03/17/2020
AutoCogniSys: IoT Assisted Context-Aware Automatic Cognitive Health Assessment
Cognitive impairment has become epidemic in older adult population. The ...
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11/25/2019
FLATM: A Fuzzy Logic Approach Topic Model for Medical Documents
One of the challenges for text analysis in medical domains is analyzing ...
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05/02/2017