Researchers from The University of New Mexico and Los Alamos National Laboratory have developed a novel computational ...
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Abstract: Hyperspectral image (HSI) denoising is a critical yet challenging task. While low-rank (LR) tensor decomposition methods, such as tensor ring decomposition (TRD), have shown promise in ...
Abstract: This paper proposes a bi-level tensor decomposition (BLTD), properly exploiting the characterization advantages of tensor subspace representation (TSR) and tensor ring decomposition (TRD).
A Julia library for efficient tensor computations and tensor network calculations. ITensors.jl is supported by the Simons Foundation's Flatiron Institute.