| Satellite Image Time Series Classification with Pixel-Set Encoders and Temporal Self-Attention VSF Garnot, L Landrieu, S Giordano, N Chehata Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2020 | 202 | 2020 |
| Panoptic Segmentation of Satellite Image Time Series with Convolutional Temporal Attention Networks VSF Garnot, L Landrieu Proceedings of the IEEE/CVF International Conference on Computer Vision …, 2021 | 166 | 2021 |
| Lightweight Temporal Self-Attention for Classifying Satellite Image Time Series VSF Garnot, L Landrieu Advanced Analytics and Learning on Temporal Data: 5th ECML PKDD Workshop …, 2020 | 101 | 2020 |
| Multi-modal temporal attention models for crop mapping from satellite time series VSF Garnot, L Landrieu, N Chehata ISPRS Journal of Photogrammetry and Remote Sensing 187, 294-305, 2022 | 77 | 2022 |
| Time-Space tradeoff in deep learning models for crop classification on satellite multi-spectral image time series VSF Garnot, L Landrieu, S Giordano, N Chehata IGARSS 2019-2019 IEEE International Geoscience and Remote Sensing Symposium …, 2019 | 71 | 2019 |
| Leveraging Class Hierarchies with Metric-Guided Prototype Learning L Landrieu, VSF Garnot British Machine Vision Conference (BMVC), 2021 | 34* | 2021 |
| UnCRtainTS: Uncertainty quantification for cloud removal in optical satellite time series P Ebel, VSF Garnot, M Schmitt, JD Wegner, XX Zhu Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2023 | 27 | 2023 |
| Coupled Climate-Economic Modes in the Sahel's Interannual Variability VSF Garnot, A Groth, M Ghil Ecological economics 153, 111-123, 2018 | 11 | 2018 |
| U-TILISE: A Sequence-to-Sequence Model for Cloud Removal in Optical Satellite Time Series C Stucker, VSF Garnot, K Schindler IEEE Transactions on Geoscience and Remote Sensing 61, 1-16, 2023 | 10 | 2023 |
| Deep Learning-Based Detection of Learning Disorders on a Large Scale Dataset of Eye Movement Records AE El Hmimdi, Z Kapoula, V Sainte Fare Garnot BioMedInformatics 4 (1), 519-541, 2024 | 7 | 2024 |
| Deforestation detection in the Amazon with sentinel-1 SAR image time series K Karaman, V Sainte Fare Garnot, JD Wegner ISPRS Annals of the Photogrammetry, Remote Sensing and Spatial Information …, 2023 | 7 | 2023 |
| Towards ROXAS AI: Deep learning for faster and more accurate conifer cell analysis M Katzenmaier, VSF Garnot, J Björklund, L Schneider, JD Wegner, ... Dendrochronologia 81, 126126, 2023 | 4 | 2023 |
| Predicting Dyslexia in Adolescents from Eye Movements during Free Painting Viewing AE El Hmimdi, LM Ward, T Palpanas, V Sainte Fare Garnot, Z Kapoula Brain Sciences 12 (8), 1031, 2022 | 4 | 2022 |
| Sat-SINR: High-Resolution Species Distribution Models Through Satellite Imagery J Dollinger, P Brun, V Sainte Fare Garnot, JD Wegner ISPRS Annals of the Photogrammetry, Remote Sensing and Spatial Information …, 2024 | 3 | 2024 |
| An Open-Source Tool for Mapping War Destruction at Scale in Ukraine using Sentinel-1 Time Series O Dietrich, T Peters, VSF Garnot, V Sticher, TTT Whelan, K Schindler, ... arXiv preprint arXiv:2406.02506, 2024 | 1 | 2024 |
| Accuracy and consistency of space-based vegetation height maps for forest dynamics in alpine terrain Y Jiang, M Rüetschi, VSF Garnot, M Marty, K Schindler, C Ginzler, ... Science of Remote Sensing 8, 100099, 2023 | 1 | 2023 |
| Mixture of Experts with Uncertainty Voting for Imbalanced Deep Regression Problems Y Jiang, VSF Garnot, K Schindler, JD Wegner arXiv preprint arXiv:2305.15178, 2023 | 1 | 2023 |
| Deep learning meets tree phenology modeling: PhenoFormer vs. process-based models VSF Garnot, L Spafford, J Lever, C Sigg, B Pietragalla, Y Vitasse, ... arXiv preprint arXiv:2410.23327, 2024 | | 2024 |
| Tackling deforestation with deep-learning-based cattle counts on satellite images L Hodel, J Wegner, VSF Garnot, F Rocha-Gomes, J Valentim, R Garrett | | 2024 |
| SwissPhenoCam: Country-scale automated tree-phenology tracking from webcam imagery. V Sainte Fare Garnot, M de Boer, L Spafford, J Lever, C Sigg, ... EGU General Assembly Conference Abstracts, 10858, 2024 | | 2024 |
Loic Landrieusenior researcher, ENPC確認したメール アドレス: enpc.fr
