no code implementations • 28 Mar 2023 • Yuval Becker, Raz Z. Nossek, Tomer Peleg
In data centric approaches, such as deep learning, the distribution of the dataset used for training can impose a bias on the networks' outcome.
no code implementations • 23 Mar 2017 • Martin Benning, Michael Möller, Raz Z. Nossek, Martin Burger, Daniel Cremers, Guy Gilboa, Carola-Bibiane Schönlieb
In this paper we demonstrate that the framework of nonlinear spectral decompositions based on total variation (TV) regularization is very well suited for image fusion as well as more general image manipulation tasks.
no code implementations • 27 Sep 2016 • Raz Z. Nossek, Guy Gilboa
We introduce two flows: a forward flow and an inverse flow; for which the steady state solution is a nonlinear eigenfunction.