Abstract: Bayesian inference provides a methodology for parameter estimation and uncertainty quantification in machine learning and deep learning methods. Variational inference and Markov Chain ...
Abstract: Environmental planning, hazard monitoring, and coastal management depend critically on accurate shoreline definition. This work utilizes high-resolution UAV data to develop a deep learning ...
Our paper utilizes four datasets; however, for simplicity, we provide dataset preparation code only for the UNC 3T-7T paired dataset. Other datasets can be prepared using similar code with minor ...
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