| 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 |
| 2024 | ECCV | OmniSat: Self-supervised Modality Fusion for Earth Observation. | Guillaume Astruc, Nicolas Gonthier, Clment Mallet, Loc Landrieu |
| 2023 | CVPR | GeoMultiTaskNet: remote sensing unsupervised domain adaptation using geographical coordinates. | Valerio Marsocci, Nicolas Gonthier, Anatol Garioud, Simone Scardapane, Clment Mallet |
| 2022 | CVPR | Multi-Layer Modeling of Dense Vegetation from Aerial LiDAR Scans. | Ekaterina Kalinicheva, Loc Landrieu, Clment Mallet, Nesrine Chehata |
| 2022 | IGARSS | Deep-Learning Based Multiple Land-Cover Map Translation. | Luc Baudoux, Jordi Inglada, Clment Mallet |
| 2021 | BMVC | Introducing the Boundary-Aware loss for deep image segmentation. | Minh On Vu Ngoc, Yizi Chen, Nicolas Boutry, Joseph Chazalon, Edwin Carlinet, Clment Mallet, Thierry Graud |
| 2021 | ICDAR | ICDAR 2021 Competition on Historical Map Segmentation. | Joseph Chazalon, Edwin Carlinet, Yizi Chen, Julien Perret, Bertrand Dumnieu, Clment Mallet, Thierry Graud, Vincent Nguyen, Nam Nguyen, Josef Baloun, Ladislav Lenc, Pavel Krl |
| 2021 | ICDAR | Vectorization of Historical Maps Using Deep Edge Filtering and Closed Shape Extraction. | Yizi Chen, Edwin Carlinet, Joseph Chazalon, Clment Mallet, Bertrand Dumnieu, Julien Perret |
| 2021 | IGARSS | Contextual Land-Cover Map Translation with Semantic Segmentation. | Luc Baudoux, Jordi Inglada, Clment Mallet |
| 2021 | IGARSS | Assessing the Interest of a Multi-Modal Gap-Filling Strategy for Monitoring Changes in Grassland Parcels. | Anatol Garioud, Silvia Valero, Clment Mallet |
| 2019 | IGARSS | Scalable Evaluation of 3D City Models. | Oussama Ennafii, Arnaud Le Bris, Florent Lafarge, Clment Mallet |
| 2018 | IGARSS | Superpixel Partitioning of Very High Resolution Satellite Images for Large-Scale Classification Perspectives with Deep Convolutional Neural Networks. | Tristan Postadjian, Arnaud Le Bris, Clment Mallet, Hichem Sahbi |
| 2018 | IGARSS | Domain Adaptation for Large Scale Classification of Very High Resolution Satellite Images with Deep Convolutional Neural Networks. | Tristan Postadjian, Arnaud Le Bris, Hichem Sahbi, Clment Mallet |
| 2018 | IGARSS | Hyperspectral Imagery for Environmental Urban Planning. | Cody Weber, Rahim Aguejdad, Xavier Briottet, J. Avala, Sophie Fabre, Jean Demuynck, Emmanuel Zenou, Yannick Deville, Moussa Sofiane Karoui, Fatima Zohra Benhalouche, Sbastien Gadal, Walid Ouerghemmi, Clment Mallet, Arnaud Le Bris, Nesrine Chehata |
| 2018 | IGARSS | Forest Stand Extraction: Which Optimal Remote Sensing Data Source(S)? | Clment Dechesne, Clment Mallet, Arnaud Le Bris, Valrie Gouet-Brunet |
| 2017 | IGARSS | How to combine lidar and very high resolution multispectral images for forest stand segmentation? | Clment Dechesne, Clment Mallet, Arnaud Le Bris, Valrie Gouet-Brunet |
| 2017 | IGARSS | Comparison of belief propagation and graph-cut approaches for contextual classification of 3D lidar point cloud data. | Loc Landrieu, Clment Mallet, Martin Weinmann |
| 2015 | IGARSS | Multi-temporal optical VHR image fusion for Land-Cover mapping. | Mathias Paget, Adrien Gressin, Clment Mallet |
| 2015 | IGARSS | Fusion of LiDAR and radar data for land-cover mapping in natural environments. | Clara Barbanson, Clment Mallet, Adrien Gressin, Pierre-Louis Frison, Jean-Paul Rudant |
| 2015 | IGARSS | UN-sensored very high resolution Land-Cover mapping. | Adrien Gressin, Clment Mallet, Mathias Paget, Clara Barbanson, Pierre-Louis Frison, Jean-Paul Rudant, Nicolas Paparoditis, Nicole Vincent |
| 2014 | ICIP | A unified framework for land-cover database update and enrichment using satellite imagery. | Adrien Gressin, Nicole Vincent, Clment Mallet, Nicolas Paparoditis |
| 2014 | IGARSS | Individual tree segmentation over large areas using airborne LiDAR point cloud and very high resolution optical imagery. | Yuchu Qin, Antonio Ferraz, Clment Mallet, Corina Iovan |
| 2014 | IGARSS | Combining top-down and bottom-up approaches for building detection in a single very high resolution satellite image. | Mahmoud Mohammed Sidi Youssef, Clment Mallet, Nesrine Chehata, Arnaud Le Bris, Adrien Gressin |
| 2014 | IGARSS | Large scale road network extraction in forested moutainous areas using airborne laser scanning data. | Antonio Ferraz, Clment Mallet, Nesrine Chehata |
| 2014 | IGARSS | Updating the new French national land cover database. | Adrien Gressin, Clment Mallet, Nicole Vincent, Nicolas Paparoditis |
| 2013 | ACIVS | Semantic Approach in Image Change Detection. | Adrien Gressin, Nicole Vincent, Clment Mallet, Nicolas Paparoditis |
| 2013 | IGARSS | Large-scalewater classification of coastal areas using airborne topographic lidar data. | Julien Smeeckaert, Clment Mallet, Nicolas David, Nesrine Chehata, Antonio Ferraz |
| 2013 | IGARSS | Single strata canopy cover estimation using airborne laser scanning data. | Antonio Ferraz, Clment Mallet, Gil Rito Gonalves, Margarida Tom, Paula Soares, Lusa Gomes Pereira, Stephane Jacquemoud |
| 2012 | IGARSS | Comparing small-footprint lidar and forest inventory data for single strata biomass estimation - A case study over a multi-layered mediterranean forest. | Antonio Ferraz, Gil Rito Gonalves, Paula Soares, Margarida Tom, Clment Mallet, Stephane Jacquemoud, Frdric Bretar, Lusa Gomes Pereira |
| 2011 | ICCV | Building large urban environments from unstructured point data. | Florent Lafarge, Clment Mallet |
| 2009 | ICIP | Contribution of airborne full-waveform lidar and image data for urban scene classification. | Nesrine Chehata, Li Guo, Clment Mallet |
| 2009 | ICIP | Lidar waveform modeling using a marked point process. | Clment Mallet, Florent Lafarge, Frdric Bretar, Uwe Soergel, Christian Heipke |
| 2003 | IGARSS | Effect of microphysical characteristics of rain on frequency scaling in microwave band. | O. Brisseau, Laurent Barthes, Clment Mallet, Thierry Marsault |