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Antoine Souloumiac
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2020 – today
- 2024
- [j9]Idris Delsol, Olivier Rioul
, Julien Béguinot
, Victor Rabiet, Antoine Souloumiac:
An Information Theoretic Condition for Perfect Reconstruction. Entropy 26(1): 86 (2024) - [c27]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: 5610-5614 - [c26]Eduardo Fernandes Montesuma, Fred Maurice Ngolè Mboula, Antoine Souloumiac:
Multi-Source Domain Adaptation Meets Dataset Distillation through Dataset Dictionary Learning. ICASSP 2024: 5620-5624 - [i14]Eduardo Fernandes Montesuma, Fred Maurice Ngolè Mboula, Antoine Souloumiac:
Optimal Transport for Domain Adaptation through Gaussian Mixture Models. CoRR abs/2403.13847 (2024) - [i13]Eduardo Fernandes Montesuma, Fred Maurice Ngolè Mboula, Antoine Souloumiac:
Lighter, Better, Faster Multi-Source Domain Adaptation with Gaussian Mixture Models and Optimal Transport. CoRR abs/2404.10261 (2024) - 2023
- [c25]Eduardo Fernandes Montesuma, Fred Maurice Ngolè Mboula, Antoine Souloumiac:
Multi-Source Domain Adaptation Through Dataset Dictionary Learning in Wasserstein Space. ECAI 2023: 1739-1746 - [i12]Idris Delsol, Olivier Rioul, Julien Béguinot, Victor Rabiet, Antoine Souloumiac:
An information theoretic necessary condition for perfect reconstruction. CoRR abs/2306.15540 (2023) - [i11]Eduardo Fernandes Montesuma, Fred Maurice Ngolè Mboula, Antoine Souloumiac:
Recent Advances in Optimal Transport for Machine Learning. CoRR abs/2306.16156 (2023) - [i10]Eduardo Fernandes Montesuma, Fred Maurice Ngolè Mboula, Antoine Souloumiac:
Multi-Source Domain Adaptation through Dataset Dictionary Learning in Wasserstein Space. CoRR abs/2307.14953 (2023) - [i9]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 abs/2308.11247 (2023) - [i8]Eduardo Fernandes Montesuma, Fred Maurice Ngolè Mboula, Antoine Souloumiac:
Multi-Source Domain Adaptation meets Dataset Distillation through Dataset Dictionary Learning. CoRR abs/2309.07666 (2023) - [i7]Fabiola Espinosa Castellon, Eduardo Fernandes Montesuma, Fred Maurice Ngolè Mboula, Aurélien Mayoue, Antoine Souloumiac, Cédric Gouy-Pailler:
Federated Dataset Dictionary Learning for Multi-Source Domain Adaptation. CoRR abs/2309.07670 (2023) - 2022
- [c24]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: 358-373 - [i6]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 abs/2209.03789 (2022) - [i5]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 abs/2210.02544 (2022) - 2021
- [i4]Maciej Sliwowski, Matthieu Martin, Antoine Souloumiac, Pierre Blanchart, Tetiana Aksenova:
Decoding ECoG signal into 3D hand translation using deep learning. CoRR abs/2110.03528 (2021)
2010 – 2019
- 2019
- [c23]Antoine Souloumiac:
A Blind Reconstruction Algorithm for Level-Crossing Analog-to-Digital Conversion. EUSIPCO 2019: 1-5 - [c22]Mamadou Diop, Sebastian Miron, Antoine Souloumiac, David Brie:
Boolean CP Decomposition of Binary Tensors: Uniqueness and Algorithm. ICASSP 2019: 8212-8216 - 2018
- [c21]Anne Morvan, Antoine Souloumiac, Cédric Gouy-Pailler, Jamal Atif:
Streaming Binary Sketching Based on Subspace Tracking and Diagonal Uniformization. ICASSP 2018: 2421-2425 - [i3]Anne Morvan, Antoine Souloumiac, Krzysztof Choromanski, Cédric Gouy-Pailler, Jamal Atif:
On the Needs for Rotations in Hypercubic Quantization Hashing. CoRR abs/1802.03936 (2018) - 2017
- [i2]Anne Morvan, Antoine Souloumiac, Cédric Gouy-Pailler, Jamal Atif:
Streaming Binary Sketching based on Subspace Tracking and Diagonal Uniformization. CoRR abs/1705.07661 (2017) - 2016
- [j8]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: 75-83 (2016) - [c20]Paul Ilhe, François Roueff, Eric Moulines, Antoine Souloumiac:
Nonparametric estimation of a shot-noise process. SSP 2016: 1-4 - 2014
- [j7]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): 376-389 (2014) - 2013
- [j6]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): 387-398 (2013) - [c19]Antoine Souloumiac, Bertrand Rivet:
Improved estimation of EEG evoked potentials by jitter compensation and enhancing spatial filters. ICASSP 2013: 1222-1226 - [c18]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: 562-571 - [i1]Quentin Barthélemy, Cédric Gouy-Pailler, Yoann Isaac, Antoine Souloumiac, Anthony Larue, Jérôme I. Mars:
Multivariate Temporal Dictionary Learning for EEG. CoRR abs/1303.0742 (2013) - 2012
- [c17]Rémi Dubroca, Christophe Junot, Antoine Souloumiac:
Weighted NMF for high-resolution mass spectrometry analysis. EUSIPCO 2012: 1806-1810 - [c16]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: 494-501 - [c15]Wendyam Serge Boris Ouedraogo, Antoine Souloumiac, Meriem Jaïdane
, Christian Jutten:
Simplicial Cone Shrinking Algorithm for Unmixing Nonnegative Sources. ICASSP 2012: 2405-2408 - [c14]Olexiy Kyrgyzov, Antoine Souloumiac:
Adaptive EEG artifact rejection for cognitive games. ICMI 2012: 567-570 - 2011
- [j5]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): 148-157 (2011) - [c13]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: 1382-1386 - [c12]Antoine Souloumiac:
A stable and efficient algorithm for difficult Non-Orthogonal Joint Diagonalization problems. EUSIPCO 2011: 1954-1958 - [c11]Wendyam Serge Boris Ouedraogo, Meriem Jaïdane
, Antoine Souloumiac, Christian Jutten:
Regularized Gradient algorithm for Non-Negative Independent Component Analysis. ICASSP 2011: 2524-2527 - 2010
- [c10]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: 522-529
2000 – 2009
- 2009
- [j4]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): 2035-2043 (2009) - [j3]Antoine Souloumiac:
Nonorthogonal joint diagonalization by combining givens and hyperbolic rotations. IEEE Trans. Signal Process. 57(6): 2222-2231 (2009) - [c9]Bertrand Rivet, Antoine Souloumiac, Guillaume Gibert, Virginie Attina, Olivier Bertrand:
Sensors selection for P300 speller brain computer interface. ESANN 2009 - 2008
- [c8]El Mostafa Fadaili, Antoine Souloumiac:
Newalgorithm for nonnegative matrix factorization using givens parameterization. EUSIPCO 2008: 1-5 - [c7]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: 1-5 - [c6]Bertrand Rivet, Antoine Souloumiac, Guillaume Gibert, Virginie Attina:
"P300 speller" Brain-Computer Interface: Enhancement of P300 evoked potential by spatial filters. EUSIPCO 2008: 1-5 - 2007
- [j2]Thomas Trigano
, Antoine Souloumiac, Thierry Montagu, François Roueff, Eric Moulines:
Statistical Pileup Correction Method for HPGe Detectors. IEEE Trans. Signal Process. 55(10): 4871-4881 (2007) - 2006
- [c5]Thomas Trigano, François Roueff, Eric Moulines, Antoine Souloumiac, Thierry Montagu:
Energy Spectrum Reconstruction for HPGe Detectors Using Analytical Pile-Up Correction. ICASSP (3) 2006: 592-595 - 2005
- [c4]Thomas Trigano
, Thomas Dautremer, Eric Barat, Antoine Souloumiac:
Pile-up correction algorithms for nuclear spectrometry. ICASSP (4) 2005: 441-444
1990 – 1999
- 1996
- [j1]Jean-François Cardoso
, Antoine Souloumiac:
Jacobi Angles for Simultaneous Diagonalization. SIAM J. Matrix Anal. Appl. 17(1): 161-164 (1996) - [c3]Antoine Souloumiac:
Improved estimation of minimum variance beamformer with small number of samples. ICASSP 1996: 2872-2875 - 1995
- [c2]Antoine Souloumiac:
Blind source detection and separation using second order non-stationarity. ICASSP 1995: 1912-1915 - 1993
- [c1]Antoine Souloumiac, Pascal Chevalier, Cédric Demeure:
Improvement in non-Gaussian jammers rejection with a non-linear spatial filter. ICASSP (5) 1993: 670-673
Coauthor Index
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