477 citations · 819 across the 59 of their papers we have counts for
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cs.LG2020★ 1 cited
A Quaternion-Valued Variational Autoencoder
Eleonora Grassucci, Danilo Comminiello, Aurelio Uncini
Deep probabilistic generative models have achieved incredible success in many fields of application. Among such models, variational autoencoders (VAEs) have proved their ability in…
eess.SP2020★ 5 cited
Combined Sparse Regularization for Nonlinear Adaptive Filters
Danilo Comminiello, Michele Scarpiniti, Simone Scardapane +2
Nonlinear adaptive filters often show some sparse behavior due to the fact that not all the coefficients are equally useful for the modeling of any nonlinearity. Recently, a class…