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10/22/2022
Generative Modeling of High-resolution Global Precipitation Forecasts
Forecasting global precipitation patterns and, in particular, extreme pr...
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10/17/2022
A Mixing Time Lower Bound for a Simplified Version of BART
Bayesian Additive Regression Trees (BART) is a popular Bayesian non-para...
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09/01/2022
Learning correspondences of cardiac motion from images using biomechanics-informed modeling
Learning spatial-temporal correspondences in cardiac motion from images ...
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06/17/2022
Multi-scale Super-resolution Magnetic Resonance Spectroscopic Imaging with Adjustable Sharpness
Magnetic Resonance Spectroscopic Imaging (MRSI) is a valuable tool for s...
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03/15/2022
Surrogate Gap Minimization Improves Sharpness-Aware Training
The recently proposed Sharpness-Aware Minimization (SAM) improves genera...
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06/03/2020
Adaptive Checkpoint Adjoint Method for Gradient Estimation in Neural ODE
Neural ordinary differential equations (NODEs) have recently attracted i...
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05/16/2020
Curating a COVID-19 data repository and forecasting county-level death counts in the United States
As the COVID-19 outbreak continues to evolve, accurate forecasting conti...
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11/08/2018