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12/27/2022
Deep Learning Models for River Classification at Sub-Meter Resolutions from Multispectral and Panchromatic Commercial Satellite Imagery
Remote sensing of the Earth's surface water is critical in a wide range ...
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06/23/2022
On Pre-Training for Federated Learning
In most of the literature on federated learning (FL), neural networks ar...
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06/21/2021
Learn Like The Pro: Norms from Theory to Size Neural Computation
The optimal design of neural networks is a critical problem in many appl...
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12/11/2019
On Neural Learnability of Chaotic Dynamics
Neural networks are of interest for prediction and uncertainty quantific...
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12/04/2017