Antoine Souloumiac

Publication Activity (10 Years)

Years Active: 1993-2024
Publications (10 Years): 24

Top Topics

Dictionary Learning

Nonparametric Estimation

Top Venues

IEEE Trans. Signal Process.

Publications

Fabiola Espinoza Castellon, Eduardo Fernandes Montesuma, Fred Maurice Ngolè Mboula, Aurélien Mayoue, Antoine Souloumiac, Cédric Gouy-Pailler
Federated Dataset Dictionary Learning for Multi-Source Domain Adaptation. ICASSP (2024)
Eduardo Fernandes Montesuma, Fred Maurice Ngolè Mboula, Antoine Souloumiac
Lighter, Better, Faster Multi-Source Domain Adaptation with Gaussian Mixture Models and Optimal Transport. CoRR (2024)
Idris Delsol, Olivier Rioul, Julien Béguinot, Victor Rabiet, Antoine Souloumiac
An Information Theoretic Condition for Perfect Reconstruction. Entropy 26 (1) (2024)
Eduardo Fernandes Montesuma, Fred Maurice Ngolè Mboula, Antoine Souloumiac
Optimal Transport for Domain Adaptation through Gaussian Mixture Models. CoRR (2024)
Eduardo Fernandes Montesuma, Fabiola Espinoza Castellon, Fred Ngolè Mboula, Aurélien Mayoue, Antoine Souloumiac, Cédric Gouy-Pailler
Dataset Dictionary Learning in a Wasserstein Space for Federated Domain Adaptation. CoRR (2024)
Eduardo Fernandes Montesuma, Fred Maurice Ngolè Mboula, Antoine Souloumiac
Multi-Source Domain Adaptation Meets Dataset Distillation through Dataset Dictionary Learning. ICASSP (2024)
Idris Delsol, Olivier Rioul, Julien Béguinot, Victor Rabiet, Antoine Souloumiac
An information theoretic necessary condition for perfect reconstruction. CoRR (2023)
Eduardo Fernandes Montesuma, Fred Maurice Ngolè Mboula, Antoine Souloumiac
Multi-Source Domain Adaptation through Dataset Dictionary Learning in Wasserstein Space. CoRR (2023)
Eduardo Fernandes Montesuma, Fred Maurice Ngolè Mboula, Antoine Souloumiac
Multi-Source Domain Adaptation meets Dataset Distillation through Dataset Dictionary Learning. CoRR (2023)
Fabiola Espinosa Castellon, Eduardo Fernandes Montesuma, Fred Maurice Ngolè Mboula, Aurélien Mayoue, Antoine Souloumiac, Cédric Gouy-Pallier
Federated Dataset Dictionary Learning for Multi-Source Domain Adaptation. CoRR (2023)
Eduardo Fernandes Montesuma, Michela Mulas, Fred Maurice Ngolè Mboula, Francesco Corona, Antoine Souloumiac
Multi-Source Domain Adaptation for Cross-Domain Fault Diagnosis of Chemical Processes. CoRR (2023)
Eduardo Fernandes Montesuma, Fred Maurice Ngolè Mboula, Antoine Souloumiac
Multi-Source Domain Adaptation Through Dataset Dictionary Learning in Wasserstein Space. ECAI (2023)
Eduardo Fernandes Montesuma, Fred Maurice Ngolè Mboula, Antoine Souloumiac
Recent Advances in Optimal Transport for Machine Learning. CoRR (2023)
Maciej Sliwowski, Matthieu Martin, Antoine Souloumiac, Pierre Blanchart, Tetiana Aksenova
Impact of dataset size and long-term ECoG-based BCI usage on deep learning decoders performance. CoRR (2022)
Maciej Sliwowski, Matthieu Martin, Antoine Souloumiac, Pierre Blanchart, Tetiana Aksenova
Deep learning for ECoG brain-computer interface: end-to-end vs. hand-crafted features. CoRR (2022)
Maciej Sliwowski, Matthieu Martin, Antoine Souloumiac, Pierre Blanchart, Tetiana Aksenova
Deep Learning for ECoG Brain-Computer Interface: End-to-End vs. Hand-Crafted Features. AI*IA (2022)
Maciej Sliwowski, Matthieu Martin, Antoine Souloumiac, Pierre Blanchart, Tetiana Aksenova
Decoding ECoG signal into 3D hand translation using deep learning. CoRR (2021)
Antoine Souloumiac
A Blind Reconstruction Algorithm for Level-Crossing Analog-to-Digital Conversion. EUSIPCO (2019)
Mamadou Diop, Sebastian Miron, Antoine Souloumiac, David Brie
Boolean CP Decomposition of Binary Tensors: Uniqueness and Algorithm. ICASSP (2019)
Anne Morvan, Antoine Souloumiac, Cédric Gouy-Pailler, Jamal Atif
Streaming Binary Sketching Based on Subspace Tracking and Diagonal Uniformization. ICASSP (2018)
Anne Morvan, Antoine Souloumiac, Krzysztof Choromanski, Cédric Gouy-Pailler, Jamal Atif
On the Needs for Rotations in Hypercubic Quantization Hashing. CoRR (2018)
Anne Morvan, Antoine Souloumiac, Cédric Gouy-Pailler, Jamal Atif
Streaming Binary Sketching based on Subspace Tracking and Diagonal Uniformization. CoRR (2017)
Paul Ilhe, François Roueff, Eric Moulines, Antoine Souloumiac
Nonparametric estimation of a shot-noise process. SSP (2016)
Jérémy Rapin, Antoine Souloumiac, Jérôme Bobin, Anthony Larue, Christophe Junot, Minale Ouethrani, Jean-Luc Starck
Application of non-negative matrix factorization to LC/MS data. Signal Process. 123 (2016)
Wendyam Serge Boris Ouedraogo, Antoine Souloumiac, Meriem Jaïdane, Christian Jutten
Non-Negative Blind Source Separation Algorithm Based on Minimum Aperture Simplicial Cone. IEEE Trans. Signal Process. 62 (2) (2014)
Olexiy Kyrgyzov, Isabelle Bloch, Yuan Yang, Joe Wiart, Antoine Souloumiac
Data Ranking and Clustering via Normalized Graph Cut Based on Asymmetric Affinity. ICIAP (2) (2013)
Quentin Barthelemy, Cédric Gouy-Pailler, Yoann Isaac, Antoine Souloumiac, Anthony Larue, Jérôme I. Mars
Multivariate Temporal Dictionary Learning for EEG CoRR (2013)
Bertrand Rivet, Antoine Souloumiac
Optimal linear spatial filters for event-related potentials based on a spatio-temporal model: Asymptotical performance analysis. Signal Process. 93 (2) (2013)
Antoine Souloumiac, Bertrand Rivet
Improved estimation of EEG evoked potentials by jitter compensation and enhancing spatial filters. ICASSP (2013)
Wendyam Serge Boris Ouedraogo, Antoine Souloumiac, Meriem Jaïdane, Christian Jutten
Geometrical Method Using Simplicial Cones for Overdetermined Nonnegative Blind Source Separation: Application to Real PET Images. LVA/ICA (2012)
Olexiy Kyrgyzov, Antoine Souloumiac
Adaptive EEG artifact rejection for cognitive games. ICMI (2012)
Wendyam Serge Boris Ouedraogo, Antoine Souloumiac, Meriem Jaïdane, Christian Jutten
Simplicial Cone Shrinking Algorithm for Unmixing Nonnegative Sources. ICASSP (2012)
Rémi Dubroca, Christophe Junot, Antoine Souloumiac
Weighted NMF for high-resolution mass spectrometry analysis. EUSIPCO (2012)
Antoine Souloumiac
A stable and efficient algorithm for difficult Non-Orthogonal Joint Diagonalization problems. EUSIPCO (2011)
Cédric Gouy-Pailler, Michèle Sebag, Anthony Larue, Antoine Souloumiac
Single trial variability in brain-computer interfaces based on motor imagery: Learning in the presence of labeling noise. Int. J. Imaging Syst. Technol. 21 (2) (2011)
Wendyam Serge Boris Ouedraogo, Meriem Jaïdane, Antoine Souloumiac, Christian Jutten
Regularized Gradient algorithm for Non-Negative Independent Component Analysis. ICASSP (2011)
Bertrand Rivet, Hubert Cecotti, Antoine Souloumiac, Emmanuel Maby, Jérémie Mattout
Theoretical analysis of xDAWN algorithm: Application to an efficient sensor selection in a p300 BCI. EUSIPCO (2011)
Wendyam Serge Boris Ouedraogo, Antoine Souloumiac, Christian Jutten
Non-negative Independent Component Analysis Algorithm Based on 2D Givens Rotations and a Newton Optimization. LVA/ICA (2010)
Bertrand Rivet, Antoine Souloumiac, Guillaume Gibert, Virginie Attina, Olivier Bertrand
Sensors selection for P300 speller brain computer interface. ESANN (2009)
Antoine Souloumiac
Nonorthogonal joint diagonalization by combining givens and hyperbolic rotations. IEEE Trans. Signal Process. 57 (6) (2009)
Bertrand Rivet, Antoine Souloumiac, Virginie Attina, Guillaume Gibert
xDAWN Algorithm to Enhance Evoked Potentials: Application to Brain-Computer Interface. IEEE Trans. Biomed. Eng. 56 (8) (2009)
El Mostafa Fadaili, Antoine Souloumiac
Newalgorithm for nonnegative matrix factorization using givens parameterization. EUSIPCO (2008)
Bertrand Rivet, Guillaume Flandin, Antoine Souloumiac, Jean-Baptiste Poline
Blind source separation approaches to remove imaging artefacts in EEG signals recorded simultaneously with FMRI. EUSIPCO (2008)
Bertrand Rivet, Antoine Souloumiac, Guillaume Gibert, Virginie Attina
"P300 speller" Brain-Computer Interface: Enhancement of P300 evoked potential by spatial filters. EUSIPCO (2008)
Thomas Trigano, Antoine Souloumiac, Thierry Montagu, François Roueff, Eric Moulines
Statistical Pileup Correction Method for HPGe Detectors. IEEE Trans. Signal Process. 55 (10) (2007)
Thomas Trigano, François Roueff, Eric Moulines, Antoine Souloumiac, Thierry Montagu
Energy Spectrum Reconstruction for HPGe Detectors Using Analytical Pile-Up Correction. ICASSP (3) (2006)
Thomas Trigano, Thomas Dautremer, Eric Barat, Antoine Souloumiac
Pile-up correction algorithms for nuclear spectrometry. ICASSP (4) (2005)
Antoine Souloumiac
Improved estimation of minimum variance beamformer with small number of samples. ICASSP (1996)
Jean-François Cardoso, Antoine Souloumiac
Jacobi Angles for Simultaneous Diagonalization. SIAM J. Matrix Anal. Appl. 17 (1) (1996)
Antoine Souloumiac
Blind source detection and separation using second order non-stationarity. ICASSP (1995)
Antoine Souloumiac, Pascal Chevalier, Cédric Demeure
Improvement in non-Gaussian jammers rejection with a non-linear spatial filter. ICASSP (5) (1993)