Search Results for author: Utsav Akhaury

Found 2 papers, 1 papers with code

Ground-based Image Deconvolution with Swin Transformer UNet

no code implementations13 May 2024 Utsav Akhaury, Pascale Jablonka, Jean-Luc Starck, Frédéric Courbin

As ground-based all-sky astronomical surveys will gather millions of images in the coming years, a critical requirement emerges for the development of fast deconvolution algorithms capable of efficiently improving the spatial resolution of these images.

Computational Efficiency Image Deconvolution

Machine Learning Based Forward Solver: An Automatic Framework in gprMax

1 code implementation23 Nov 2021 Utsav Akhaury, Iraklis Giannakis, Craig Warren, Antonios Giannopoulos

General full-wave electromagnetic solvers, such as those utilizing the finite-difference time-domain (FDTD) method, are computationally demanding for simulating practical GPR problems.

BIG-bench Machine Learning Dimensionality Reduction +1

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