| U-net transformer: Self and cross attention for medical image segmentation O Petit, N Thome, C Rambour, L Themyr, T Collins, L Soler Machine Learning in Medical Imaging: 12th International Workshop, MLMI 2021 …, 2021 | 299 | 2021 |
| From interferometric to tomographic SAR: A review of synthetic aperture radar tomography-processing techniques for scatterer unmixing in urban areas C Rambour, A Budillon, AC Johnsy, L Denis, F Tupin, G Schirinzi IEEE Geoscience and Remote Sensing Magazine 8 (2), 6-29, 2020 | 71 | 2020 |
| Flood detection in time series of optical and sar images C Rambour, N Audebert, E Koeniguer, B Le Saux, M Crucianu, M Datcu The International Archives of the Photogrammetry, Remote Sensing and Spatial …, 2020 | 68 | 2020 |
| Introducing spatial regularization in SAR tomography reconstruction C Rambour, L Denis, F Tupin, HM Oriot IEEE Transactions on Geoscience and Remote Sensing 57 (11), 8600-8617, 2019 | 36 | 2019 |
| Robust and decomposable average precision for image retrieval E Ramzi, N Thome, C Rambour, N Audebert, X Bitot Advances in Neural Information Processing Systems 34, 23569-23581, 2021 | 35 | 2021 |
| Urban surface reconstruction in SAR tomography by graph-cuts C Rambour, L Denis, F Tupin, H Oriot, Y Huang, L Ferro-Famil Computer Vision and Image Understanding 188, 102791, 2019 | 21 | 2019 |
| Sen12-flood: a sar and multispectral dataset for flood detection C Rambour, N Audebert, E Koeniguer, B Le Saux, M Crucianu, M Datcu IEEE: Piscataway, NJ, USA, 2020 | 20 | 2020 |
| Videdit: Zero-shot and spatially aware text-driven video editing P Couairon, C Rambour, JE Haugeard, N Thome Transactions on Machine Learning Research, 2023 | 19 | 2023 |
| Hybrid energy based model in the feature space for out-of-distribution detection M Lafon, E Ramzi, C Rambour, N Thome arXiv preprint arXiv:2305.16966, 2023 | 11 | 2023 |
| Hierarchical average precision training for pertinent image retrieval E Ramzi, N Audebert, N Thome, C Rambour, X Bitot European Conference on Computer Vision, 250-266, 2022 | 11 | 2022 |
| International Workshop on Machine Learning in Medical Imaging O Petit, N Thome, C Rambour, L Themyr, T Collins, L Soler Springer, 2021 | 9 | 2021 |
| Analysis of dense coregistration methods applied to optical and SAR time-series for ice flow estimations L Charrier, P Godet, C Rambour, F Weissgerber, S Erdmann, ... 2020 IEEE Radar Conference (RadarConf20), 1-6, 2020 | 9 | 2020 |
| Full contextual attention for multi-resolution transformers in semantic segmentation L Themyr, C Rambour, N Thome, T Collins, A Hostettler Proceedings of the IEEE/CVF Winter Conference on Applications of Computer …, 2023 | 8 | 2023 |
| U-net transformer: Self and cross attention for medical image segmentation. arXiv 2021 O Petit, N Thome, C Rambour, L Soler arXiv preprint arXiv:2103.06104, 0 | 6 | |
| SAR tomography of urban areas: 3D regularized inversion in the scene geometry C Rambour, L Denis, F Tupin, JM Nicolas, H Oriot IGARSS 2018-2018 IEEE International Geoscience and Remote Sensing Symposium …, 2018 | 5 | 2018 |
| Similarity criterion for SAR tomography over dense urban area C Rambour, L Denis, F Tupin, JM Nicolas, H Oriot, L Ferro-Famil, ... 2017 IEEE International Geoscience and Remote Sensing Symposium (IGARSS …, 2017 | 5 | 2017 |
| Gallop: Learning global and local prompts for vision-language models M Lafon, E Ramzi, C Rambour, N Audebert, N Thome European Conference on Computer Vision, 264-282, 2025 | 4 | 2025 |
| Optimization of Rank Losses for Image Retrieval E Ramzi, N Audebert, C Rambour, A Araujo, X Bitot, N Thome arXiv preprint arXiv:2309.08250, 2023 | 4 | 2023 |
| Memory transformers for full context and high-resolution 3D Medical Segmentation L Themyr, C Rambour, N Thome, T Collins, A Hostettler International Workshop on Machine Learning in Medical Imaging, 121-130, 2022 | 4 | 2022 |
| MERLIN-Seg: self-supervised despeckling for label-efficient semantic segmentation E Dalsasso, C Rambour, N Trouvé, N Thome Computer Vision and Image Understanding 241, 103940, 2024 | 3 | 2024 |
Nicolas ThomeProfessor of Computer Science, Sorbonne University, FranceVerified email at sorbonne-universite.fr
