| 2026 | ICPR | IC-EO: Interpretable Code-Based Assistant for Earth Observation. | Lamia Lahouel, Laurynas Lopata, Simon Gruening, Gabriele Meoni, Gaetan Petit, Sylvain Lobry |
| 2026 | ICPR | Checkmate: Interpretable and Explainable RSVQA is the Endgame. | Lucrezia Tosato, Christel Tartini-Chappuis, Syrielle Montariol, Flora Weissgerber, Sylvain Lobry, Devis Tuia |
| 2025 | CVPR | Visual Question Answering on Multiple Remote Sensing Image Modalities. | Hichem Boussaid, Lucrezia Tosato, Flora Weissgerber, Camille Kurtz, Laurent Wendling, Sylvain Lobry |
| 2025 | CVPR | PAN-RSVQA: Vision Foundation Models as Pseudo-ANnotators for Remote Sensing Visual Question Answering. | Christel Chappuis, Gencer Smbl, Syrielle Montariol, Sylvain Lobry, Devis Tuia |
| 2025 | WACV | ProMM-RS: Exploring Probabilistic Learning for Multi-Modal Remote Sensing Image Representations. | Nicolas Houdr, Diego Marcos, Dino Ienco, Laurent Wendling, Camille Kurtz, Sylvain Lobry |
| 2025 | VISIGRAPP | Evaluating Transformers Learning by Representing Self-Attention Weights as a Graph. | Rebecca Leygonie, Sylvain Lobry, Laurent Wendling |
| 2024 | IGARSS | Segmentation-Guided Attention for Visual Question Answering from Remote Sensing Images. | Lucrezia Tosato, Hichem Boussaid, Flora Weissgerber, Camille Kurtz, Laurent Wendling, Sylvain Lobry |
| 2023 | BMVC | Multi-task prompt-RSVQA to explicitly count objects on aerial images. | Christel Chappuis, Charlotte Sertic, Nicola Santacroce, Javiera Castillo Navarro, Sylvain Lobry, Bertrand Le Saux, Devis Tuia |
| 2023 | BMVC | An a contrario approach for plant disease detection. | Rebecca Leygonie, Sylvain Lobry, Laurent Wendling |
| 2023 | ICIP | Transforming Multidimensional Data into Images to Overcome the Curse of Dimensionality. | Rebecca Leygonie, Sylvain Lobry, Guillaume Vimont, Laurent Wendling |
| 2023 | IGARSS | Automatic Simulation of SAR Images: Comparing a Deep-Learning Based Method to a Hybrid Method. | Nathan Letheule, Flora Weissgerber, Sylvain Lobry, Elise Colin |
| 2022 | CVPR | Prompt-RSVQA: Prompting visual context to a language model for Remote Sensing Visual Question Answering. | Christel Chappuis, Valrie Zermatten, Sylvain Lobry, Bertrand Le Saux, Devis Tuia |
| 2022 | ICPR | Embedding Spatial Relations in Visual Question Answering for Remote Sensing. | Maxime Faure, Sylvain Lobry, Camille Kurtz, Laurent Wendling |
| 2022 | IGARSS | Language Transformers for Remote Sensing Visual Question Answering. | Christel Chappuis, Vincent Mendez, Eliot Walt, Sylvain Lobry, Bertrand Le Saux, Devis Tuia |
| 2021 | IGARSS | RSVQA Meets Bigearthnet: A New, Large-Scale, Visual Question Answering Dataset for Remote Sensing. | Sylvain Lobry, Begm Demir, Devis Tuia |
| 2020 | ACCV | Contextual Semantic Interpretability. | Diego Marcos, Ruth Fong, Sylvain Lobry, Rmi Flamary, Nicolas Courty, Devis Tuia |
| 2020 | IGARSS | Learning Multi-Label Aerial Image Classification Under Label Noise: A Regularization Approach Using Word Embeddings. | Yuansheng Hua, Sylvain Lobry, Lichao Mou, Devis Tuia, Xiao Xiang Zhu |
| 2020 | IGARSS | Interpretable Scenicness from Sentinel-2 Imagery. | Alex Levering, Diego Marcos, Sylvain Lobry, Devis Tuia |
| 2019 | IGARSS | Visual Question Answering From Remote Sensing Images. | Sylvain Lobry, Jesse Murray, Diego Marcos, Devis Tuia |
| 2018 | IGARSS | Correcting Misaligned Rural Building Annotations in Open Street Map Using Convolutional Neural Networks Evidence. | John E. Vargas-Munoz, Diego Marcos, Sylvain Lobry, Jefersson A. dos Santos, Alexandre X. Falco, Devis Tuia |
| 2017 | IGARSS | Double MRF for water classification in SAR images by joint detection and reflectivity estimation. | Sylvain Lobry, Loc Denis, Florence Tupin, Roger Fjrtoft |
| 2017 | IGARSS | Unsupervised detection of thin water surfaces in SWOT images based on segment detection and connection. | Sylvain Lobry, Florence Tupin, Roger Fjrtoft |
| 2016 | IGARSS | A decomposition model for scatterers change detection in multi-temporal series of SAR images. | Sylvain Lobry, Florence Tupin, Loc Denis |