Vivien Sainte-Fare-Garnot
PhD student
STRUDEL team(s)
Personal webpagePublications
Communications
| Loic LandrieuVivien Sainte Fare GarnotLeveraging Class Hierarchies with Metric-Guided Prototype Learning. British Machine Vision Conference (BMVC), Nov 2021, Virtual, United Kingdom | ||||||
| Vivien Sainte Fare GarnotLoic LandrieuPanoptic Segmentation of Satellite Image Time Series with Convolutional Temporal Attention Networks. International Conference on Computer Vision (ICCV), Oct 2021, Virtual, United States |
International conferences
| Vivien Sainte Fare GarnotLoic LandrieuLightweight temporal self-Attention for classifying satellite images time series. Workshop on Advanced Analytics and Learning on Temporal Data, Sep 2020, en ligne, Belgium | ||||||
| Vivien Sainte Fare GarnotLoic LandrieuSebastien GiordanoNesrine ChehataSatellite Image Time Series Classification with Pixel-Set Encoders and Temporal Self-Attention. CVPR 2020, Jun 2020, Seattle, United States | ||||||
| Vivien Sainte Fare GarnotLoic LandrieuSébastien GiordanoN. ChehataTime-Space Tradeoff in Deep Learning Models for Crop Classification on Satellite Multi-Spectral Image Time Series. IGARSS 2019 - 2019 IEEE International Geoscience and Remote Sensing Symposium, Jul 2019, Yokohama, Japan. pp.6247-6250, ⟨10.1109/IGARSS.2019.8900517⟩ |
Dissertations (PhD theses and habilitations)
| Vivien Sainte Fare GarnotLearning spatio-temporal representations of satellite time series for large-scale crop mapping,Apprentissage profond pour le suivi des cultures agricoles par séries temporelles d'images satellite. Signal and Image processing. Université Gustave Eiffel, 2022. English. ⟨NNT : 2022UEFL2006⟩ |