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09/17/2023
Talk2Care: Facilitating Asynchronous Patient-Provider Communication with Large-Language-Model
Despite the plethora of telehealth applications to assist home-based old...
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08/24/2023
Asymmetric Co-Training with Explainable Cell Graph Ensembling for Histopathological Image Classification
Convolutional neural networks excel in histopathological image classific...
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06/21/2023
FLGo: A Fully Customizable Federated Learning Platform
Federated learning (FL) has found numerous applications in healthcare, f...
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12/01/2022
Purifier: Defending Data Inference Attacks via Transforming Confidence Scores
Neural networks are susceptible to data inference attacks such as the me...
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05/08/2020
Defending Model Inversion and Membership Inference Attacks via Prediction Purification
Neural networks are susceptible to data inference attacks such as the mo...
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02/07/2020
Statistical Outlier Identification in Multi-robot Visual SLAM using Expectation Maximization
This paper introduces a novel and distributed method for detecting inter...
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06/14/2019
Effectiveness of Distillation Attack and Countermeasure on Neural Network Watermarking
The rise of machine learning as a service and model sharing platforms ha...
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02/22/2019