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10/12/2021
Application of Homomorphic Encryption in Medical Imaging
In this technical report, we explore the use of homomorphic encryption (...
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07/20/2021
Precision-Weighted Federated Learning
Federated Learning using the Federated Averaging algorithm has shown gre...
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10/20/2020
Cross-Modal Information Maximization for Medical Imaging: CMIM
In hospitals, data are siloed to specific information systems that make ...
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07/02/2020
Learn Faster and Forget Slower via Fast and Stable Task Adaptation
Training Deep Neural Networks (DNNs) is still highly time-consuming and ...
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08/14/2019
Dual Adversarial Inference for Text-to-Image Synthesis
Synthesizing images from a given text description involves engaging two ...
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05/25/2019
Efficient Neural Task Adaptation by Maximum Entropy Initialization
Transferring knowledge from one neural network to another has been shown...
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03/28/2019