| 2024 | ICASSP | Federated Dataset Dictionary Learning for Multi-Source Domain Adaptation. | Fabiola Espinoza Castellon, Eduardo Fernandes Montesuma, Fred Maurice Ngol Mboula, Aurlien Mayoue, Antoine Souloumiac, Cdric Gouy-Pailler |
| 2024 | ICASSP | Multi-Source Domain Adaptation Meets Dataset Distillation through Dataset Dictionary Learning. | Eduardo Fernandes Montesuma, Fred Maurice Ngol Mboula, Antoine Souloumiac |
| 2023 | ECAI | Multi-Source Domain Adaptation Through Dataset Dictionary Learning in Wasserstein Space. | Eduardo Fernandes Montesuma, Fred Maurice Ngol Mboula, Antoine Souloumiac |
| 2019 | ICASSP | Boolean CP Decomposition of Binary Tensors: Uniqueness and Algorithm. | Mamadou Diop, Sebastian Miron, Antoine Souloumiac, David Brie |
| 2018 | ICASSP | Streaming Binary Sketching Based on Subspace Tracking and Diagonal Uniformization. | Anne Morvan, Antoine Souloumiac, Cdric Gouy-Pailler, Jamal Atif |
| 2013 | ICASSP | Improved estimation of EEG evoked potentials by jitter compensation and enhancing spatial filters. | Antoine Souloumiac, Bertrand Rivet |
| 2013 | ICIAP | Data Ranking and Clustering via Normalized Graph Cut Based on Asymmetric Affinity. | Olexiy Kyrgyzov, Isabelle Bloch, Yuan Yang, Joe Wiart, Antoine Souloumiac |
| 2012 | ICASSP | Simplicial Cone Shrinking Algorithm for Unmixing Nonnegative Sources. | Wendyam Serge Boris Ouedraogo, Antoine Souloumiac, Meriem Jadane, Christian Jutten |
| 2012 | ICMI | Adaptive EEG artifact rejection for cognitive games. | Olexiy Kyrgyzov, Antoine Souloumiac |
| 2011 | ICASSP | Regularized Gradient algorithm for Non-Negative Independent Component Analysis. | Wendyam Serge Boris Ouedraogo, Meriem Jadane, Antoine Souloumiac, Christian Jutten |
| 2009 | ESANN | Sensors selection for P300 speller brain computer interface. | Bertrand Rivet, Antoine Souloumiac, Guillaume Gibert, Virginie Attina, Olivier Bertrand |
| 2006 | ICASSP | Energy Spectrum Reconstruction for HPGe Detectors Using Analytical Pile-Up Correction. | Thomas Trigano, Franois Roueff, Eric Moulines, Antoine Souloumiac, Thierry Montagu |
| 2005 | ICASSP | Pile-up correction algorithms for nuclear spectrometry. | Thomas Trigano, Thomas Dautremer, Eric Barat, Antoine Souloumiac |
| 1996 | ICASSP | Improved estimation of minimum variance beamformer with small number of samples. | Antoine Souloumiac |
| 1995 | ICASSP | Blind source detection and separation using second order non-stationarity. | Antoine Souloumiac |
| 1993 | ICASSP | Improvement in non-Gaussian jammers rejection with a non-linear spatial filter. | Antoine Souloumiac, Pascal Chevalier, Cdric Demeure |