… For example, 3D U-Nets have been developed to process … Upon removing the multi-scale
features, we observed a … in other domains requiring high-fidelity downscaling, providing …

… (HMI) was created to investigate oscillations and the magnetic field at the solar surface, or …
takes full-sun images (1.3 solar diameters) of the solar corona at a spatial resolution of near 1 …

… of objects that are not observed in an existing data collection. … We selected U-Nets for the
following reasons. First, they can … Most importantly, high fidelity custom dynamic scenes can be …

… uses PatchGAN to learn local and global structure from hierarchical input data. Its ability to
generate bipolar structure of solar … Using U-Nets to Create High-Fidelity Virtual Observations …

… of this algorithm in SDO data analysis, we have performed coronal hole (CH) detection using
our compressed … Using U-Nets to create high-fidelity virtual observations of the solar corona …

… Geophysical rasters are created through a process of survey point sampling, grid interpolation,
and usually … Using U-nets to create high-fidelity virtual observations of the solar corona …

… of high-fidelity, artefact-free MR images, and the ability to … segmentation network combining
U-Nets of different depths. For … Frequency shifts in the echo signal can thus be observed as …

… Solar Dynamics Observatory (SDO) is a recently designated space mission to study the
atmosphere of the Sun by observing it continuously. SDO carries Atmospheric Imaging Assembly …

… Comparing the Convergence of Our Audio Prior to U-nets Based on Har- monic … high-fidelity
recovery under data-scarce scenarios. Consequently, typical solutions often rely on the use …

… We have observed some trends across databases that if addressed in the development of
a single high-fidelity dataset, may carve a path for greater adoption of thermal AI FER studies. …