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12/24/2021
Invertible Network for Unpaired Low-light Image Enhancement
Existing unpaired low-light image enhancement approaches prefer to emplo...
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05/09/2021
A Deep Learning-Accelerated Data Assimilation and Forecasting Workflow for Commercial-Scale Geologic Carbon Storage
Fast assimilation of monitoring data to update forecasts of pressure bui...
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03/16/2020
Mix-n-Match: Ensemble and Compositional Methods for Uncertainty Calibration in Deep Learning
This paper studies the problem of post-hoc calibration of machine learni...
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10/28/2018
Bounded Regression with Gaussian Process Projection
Examples with bound information on the regression function and density a...
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03/17/2018