| 2023 | ICASSP | Joint Unmixing And Demosaicing Methods For Snapshot Spectral Images. | Kinan Abbas, Matthieu Puigt, Gilles Delmaire, Gilles Roussel |
| 2022 | ICASSP | A New Deep Learning Method for Multispectral Image Time Series Completion Using Hyperspectral Data. | Cheick T. Ciss, Ahed Alboody, Matthieu Puigt, Gilles Roussel, Vincent Vantrepotte, Cdric Jamet, Trung-Kien Tran |
| 2021 | ICASSP | In Situ Calibration of Cross-Sensitive Sensors in Mobile Sensor Arrays Using Fast Informed Non-Negative Matrix Factorization. | Olivier Vu Thanh, Matthieu Puigt, Farouk Yahaya, Gilles Delmaire, Gilles Roussel |
| 2021 | ICASSP | Random Projection Streams for (Weighted) Nonnegative Matrix Factorization. | Farouk Yahaya, Matthieu Puigt, Gilles Delmaire, Gilles Roussel |
| 2017 | ESANN | Environmental signal processing: new trends and applications. | Matthieu Puigt, Gilles Delmaire, Gilles Roussel |
| 2016 | ICASSP | Blind mobile sensor calibration using an informed nonnegative matrix factorization with a relaxed rendezvous model. | Clment Dorffer, Matthieu Puigt, Gilles Delmaire, Gilles Roussel |
| 2014 | ESANN | Enhanced NMF initialization using a physical model for pollution source apportionment. | Marc Plouvin, Abdelhakim Limem, Matthieu Puigt, Gilles Delmaire, Gilles Roussel, Dominique Courcot |
| 2012 | ICASSP | Real-time multiple sound source localization using a circular microphone array based on single-source confidence measures. | Despoina Pavlidi, Matthieu Puigt, Anthony Griffin, Athanasios Mouchtaris |
| 2010 | ICASSP | Blind Separation methods based on correlation for sparse possibly-correlated images. | Ines Meganem, Yannick Deville, Matthieu Puigt |
| 2009 | IDA | Iterative-Shift Cluster-Based Time-Frequency BSS for Fractional-Time-Delay Mixtures. | Matthieu Puigt, Yannick Deville |
| 2009 | IDA | Validity of the Independence Assumption for the Separation of Instantaneous and Convolutive Mixtures of Speech and Music Sources. | Matthieu Puigt, Emmanuel Vincent, Yannick Deville |
| 2006 | ESANN | A time-scale correlation-based blind separation method applicable to correlated sources. | Yannick Deville, Dass Bissessur, Matthieu Puigt, Shahram Hosseini, Herv Carfantan |
| 2006 | ICASSP | A Time-Frequency CORRelation-Based Blind Source Separation Method for Time-Delayed Mixtures. | Matthieu Puigt, Yannick Deville |
| 2004 | IJCNN | Time-frequency blind signal separation: extended methods, performance evaluation for speech sources. | Yannick Deville, Matthieu Puigt, Benoit Albouy |