A compressed sensing approach to the simultaneous recording of multiple room impulse responses. - Alexis Benichoux; Emmanuel Vincent 001; Rémi Gribonval (WASPAA, 2011)

The 2011 Signal Separation Evaluation Campaign (SiSEC2011): - Audio Source Separation -. - Shoko Araki; Francesco Nesta; Emmanuel Vincent 001; Zbynek Koldovský; Guido Nolte; Andreas Ziehe; Alexis Benichoux (LVA/ICA, 2012)

Some Uniqueness Results in Sparse Convolutive Source Separation. - Alexis Benichoux; Prasad Sudhakar; Frédéric Bimbot; Rémi Gribonval (LVA/ICA, 2012)

The 2011 Signal Separation Evaluation Campaign (SiSEC2011): - Biomedical Data Analysis -. - Guido Nolte; Dominik Lutter; Andreas Ziehe; Francesco Nesta; Emmanuel Vincent 001; Zbynek Koldovský; Alexis Benichoux; Shoko Araki (LVA/ICA, 2012)

A fundamental pitfall in blind deconvolution with sparse and shift-invariant priors. - Alexis Benichoux; Emmanuel Vincent 001; Rémi Gribonval (ICASSP, 2013)

Fonctions de coût pour l'estimation des filtres acoustiques dans les mélanges réverbérants. (Cost functions for the estimation of acoustic filters in reverberant mixtures). - Alexis Benichoux (2013)

A spatially constrained low-rank matrix factorization for the functional parcellation of the brain. - Alexis Benichoux; Thomas Blumensath (EUSIPCO, 2014)

Convex Regularizations for the Simultaneous Recording of Room Impulse Responses. - Alexis Benichoux; Laurent S. R. Simon; Emmanuel Vincent 001; Rémi Gribonval (IEEE Trans. Signal Process., 2014)

ToNNO: Tomographic Reconstruction of a Neural Network's Output for Weakly Supervised Segmentation of 3D Medical Images. - Marius Schmidt-Mengin; Alexis Benichoux; Shibeshih Mitiku Belachew; Nikos Komodakis; Nikos Paragios (CVPR, 2024)

Deep learning detection of acute and sub-acute lesion activity from single-timepoint conventional brain MRI in multiple sclerosis. - Quentin Spinat; Benoît Audelan; Xiaotong Jiang; Bastien Caba; Alexis Benichoux; Despoina Ioannidou; Olivier Teboul; Nikos Komodakis; Willem Huijbers; Refaat Gabr; Arie Gafson; Colm Elliott; et al. (Medical Image Anal., 2025)