Search Results for author: Rémi Carloni Gertosio

Found 2 papers, 2 papers with code

Semi-Blind Source Separation with Learned Constraints

1 code implementation27 Sep 2022 Rémi Carloni Gertosio, Jérôme Bobin, Fabio Acero

BSS problems being ill-posed, the resolution requires efficient regularization schemes to better distinguish between the sources and yield interpretable solutions.

blind source separation Disentanglement

Joint deconvolution and unsupervised source separation for data on the sphere

1 code implementation23 Dec 2020 Rémi Carloni Gertosio, Jérôme Bobin

This becomes highly challenging when applied to large data sampled on the sphere such as those provided by wide-field observations in astrophysics, whose analysis requires the design of dedicated robust and yet effective algorithms.

blind source separation

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