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05/25/2022
NTIRE 2022 Challenge on High Dynamic Range Imaging: Methods and Results
This paper reviews the challenge on constrained high dynamic range (HDR)...
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03/28/2022
HDR Reconstruction from Bracketed Exposures and Events
Reconstruction of high-quality HDR images is at the core of modern compu...
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11/07/2021
Acquisition-invariant brain MRI segmentation with informative uncertainties
Combining multi-site data can strengthen and uncover trends, but is a ta...
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11/04/2021
The role of MRI physics in brain segmentation CNNs: achieving acquisition invariance and instructive uncertainties
Being able to adequately process and combine data arising from different...
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09/06/2021
A Decoupled Uncertainty Model for MRI Segmentation Quality Estimation
Quality control (QC) of MR images is essential to ensure that downstream...
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02/13/2020
Neuromorphologicaly-preserving Volumetric data encoding using VQ-VAE
The increasing efficiency and compactness of deep learning architectures...
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02/06/2020
Situating Agent-Based Modelling in Population Health Research
Today's most troublesome population health challenges are often driven b...
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01/31/2020