| 2023 | CBMI | Deep unsupervised domain adaptation applied to the Cherenkov Telescope Array Large-Sized Telescope. | Michal Dell'aiera, Thomas Vuillaume, Mikal Jacquemont, Alexandre Benot |
| 2023 | CBMI | Deep learning multimodal methods for geophysical inversion : application to glacier ice thickness estimation. | Lorenzo Lopez Uroz, Alexandre Benot, Yajing Yan, Christophe Lin-Kwong-Chon, Sophie Giffard-Roisin, Antoine Rabatel |
| 2022 | ICPR | Explainability of Image Semantic Segmentation Through SHAP Values. | Pierre Dardouillet, Alexandre Benot, Emna Amri, Philippe Bolon, Dominique Dubucq, Anthony Credoz |
| 2021 | CBMI | First Full-Event Reconstruction from Imaging Atmospheric Cherenkov Telescope Real Data with Deep Learning. | Mikal Jacquemont, Thomas Vuillaume, Alexandre Benot, Gilles Maurin, Patrick Lambert, Giovanni Lamanna |
| 2021 | IGARSS | Channel-Based Attention for Land Cover Classification using Sentinel-2 Time Series. | Hermann Courteille, Alexandre Benot, Nicolas Mger, Abdourrahmane M. Atto, Dino Ienco |
| 2020 | ICPR | Deep Learning for Astrophysics, Understanding the Impact of Attention on Variability Induced by Parameter Initialization. | Mikal Jacquemont, Thomas Vuillaume, Alexandre Benot, Gilles Maurin, Patrick Lambert |
| 2020 | IJCNN | Offshore Oil Slicks Detection From SAR Images Through The Mask-RCNN Deep Learning Model. | Emna Amri, Alexandre Benot, Philippe Bolon, Vronique Miegebielle, Bruno Conche, Georges Oppenheim |
| 2019 | CBMI | Receipt automatic reader. | Olga Maslova, Louis Klein, Damien Dabernat, Alexandre Benot, Patrick Lambert |
| 2017 | IGARSS | Deep learning for semantic segmentation of remote sensing images with rich spectral content. | Amina Ben Hamida, Alexandre Benot, Patrick Lambert, Louis Klein, Chokri Ben Amar, Nicolas Audebert, Sbastien Lefvre |
| 2016 | CBMI | Deep learning vs spectral clustering into an active clustering with pairwise constraints propagation. | Nicolas Voiron, Alexandre Benot, Patrick Lambert, Bogdan Ionescu |
| 2015 | CBMI | Semi-supervised spectral clustering with automatic propagation of pairwise constraints. | Nicolas Voiron, Alexandre Benot, Andrei Filip, Patrick Lambert, Bogdan Ionescu |
| 2014 | CBMI | Bags of Trajectory Words for video indexing. | Sabin Tiberius Strat, Alexandre Benot, Patrick Lambert |
| 2013 | CBMI | Retina enhanced SIFT descriptors for video indexing. | Sabin Tiberius Strat, Alexandre Benot, Patrick Lambert |
| 2012 | CBMI | Automatic difference measure between movies using dissimilarity measure fusion and rank correlation coefficients. | Nicolas Voiron, Alexandre Benot, Patrick Lambert |
| 2012 | ECCV | Hierarchical Late Fusion for Concept Detection in Videos. | Sabin Tiberius Strat, Alexandre Benot, Herv Bredin, Georges Qunot, Patrick Lambert |
| 2012 | FOCS | Quasi-optimal Multiplication of Linear Differential Operators. | Alexandre Benot, Alin Bostan, Joris van der Hoeven |
| 2011 | MMM | Similarity Measurement for Animation Movies. | Alexandre Benot, Madalina Ciobotaru, Patrick Lambert, Bogdan Ionescu |
| 2009 | ISSAC | Chebyshev expansions for solutions of linear differential equations. | Alexandre Benot, Bruno Salvy |
| 2008 | ACIVS | Open or Closed Mouth State Detection: Static Supervised Classification Based on Log-Polar Signature. | Christian Bouvier, Alexandre Benot, Alice Caplier, Pierre-Yves Coulon |
| 2008 | ICIP | Using disparity for quality assessment of stereoscopic images. | Alexandre Benot, Patrick Le Callet, Patrizio Campisi, Romain Cousseau |
| 2006 | ICIP | Extracting Static Hand Gestures in Dynamic Context. | Thomas Burger, Alexandre Benot, Alice Caplier |
| 2005 | AVSS | Hypovigilence analysis: open or closed eye or mouth? Blinking or yawning frequency? | Alexandre Benot, Alice Caplier |
| 2005 | ICIP | Head nods analysis: interpretation of non verbal communication gestures. | Alexandre Benot, Alice Caplier |