| 2026 | WACV | MAESTRO: Masked AutoEncoders for Multimodal, Multitemporal, and Multispectral Earth Observation Data. | Antoine Labatie, Michael Vaccaro, Nina Lardiere, Anatol Garioud, Nicolas Gonthier |
| 2025 | CVPR | AnySat: One Earth Observation Model for Many Resolutions, Scales, and Modalities. | Guillaume Astruc, Nicolas Gonthier, Clment Mallet, Loc Landrieu |
| 2025 | CVPR | The Change You Want To Detect: Semantic Change Detection In Earth Observation With Hybrid Data Generationf. | Yanis Benidir, Nicolas Gonthier, Clment Mallet |
| 2025 | WACV | No Annotations for Object Detection in Art Through Stable Diffusion. | Patrick Ramos, Nicolas Gonthier, Selina Khan, Yuta Nakashima, Noa Garcia |
| 2024 | CVPR | StegoGAN: Leveraging Steganography for Non-Bijective Image-to-Image Translation. | Sidi Wu, Yizi Chen, Samuel Mermet, Lorenz Hurni, Konrad Schindler, Nicolas Gonthier, Loc Landrieu |
| 2024 | ECCV | OmniSat: Self-supervised Modality Fusion for Earth Observation. | Guillaume Astruc, Nicolas Gonthier, Clment Mallet, Loc Landrieu |
| 2024 | ICDAR | The Learnable Typewriter: A Generative Approach to Text Analysis. | Ioannis Siglidis, Nicolas Gonthier, Julien Gaubil, Tom Monnier, Mathieu Aubry |
| 2023 | CVPR | GeoMultiTaskNet: remote sensing unsupervised domain adaptation using geographical coordinates. | Valerio Marsocci, Nicolas Gonthier, Anatol Garioud, Simone Scardapane, Clment Mallet |
| 2020 | ICPR | An Analysis of the Transfer Learning of Convolutional Neural Networks for Artistic Images. | Nicolas Gonthier, Yann Gousseau, Sad Ladjal |
| 2018 | ECCV | Weakly Supervised Object Detection in Artworks. | Nicolas Gonthier, Yann Gousseau, Sad Ladjal, Olivier Bonfait |