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ArticlesPeer ReviewedFull Text
Sat-SINR: High-Resolution Species Distribution Models Through Satellite Imagery
Author / Creator:Dollinger, Johannes ; Brun, Philipp ; Sainte Fare Garnot, Vivien ; Wegner, Jan Dirk
Publisher:Gottingen: Copernicus GmbH
Journal title:ISPRS annals of the photogrammetry, remote sensing and spatial information sciences, 2024-06, Vol.X-2-2024, p.41-48
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ArticlesPeer ReviewedFull Text
Predicting Dyslexia in Adolescents from Eye Movements during Free Painting Viewing
Author / Creator:El Hmimdi, Alae Eddine ; Ward, Lindsey M ; Palpanas, Themis ; Sainte Fare Garnot, Vivien ; Kapoula, Zoï
Publisher:Switzerland: MDPI AG
Journal title:Brain sciences, 2022-08, Vol.12 (8), p.1031
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ArticlesPeer ReviewedFull Text
An open-source tool for mapping war destruction at scale in Ukraine using Sentinel-1 time series
Author / Creator:Dietrich, Olivier ; Peters, Torben ; Sainte Fare Garnot, Vivien ; Sticher, Valerie ; Ton-That Whelan, Thao ; Schindler, Konrad ; Wegner, Jan Dirk
Publisher:London: Nature Publishing Group UK
Journal title:Communications earth & environment, 2025-03, Vol.6 (1), p.215-10, Article 215
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ArticlesFull Text
U-TILISE: A Sequence-to-sequence Model for Cloud Removal in Optical Satellite Time Series
Author / Creator:Stucker, Corinne ; Vivien Sainte Fare Garnot ; Schindler, Konrad
Publisher:Ithaca: Cornell University Library, arXiv.org
Journal title:arXiv.org, 2023-12
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ArticlesPeer ReviewedFull Text
Deep learning meets tree phenology modelling: PhenoFormer versus process‐based models
Author / Creator:Garnot, Vivien Sainte Fare ; Spafford, Lynsay ; Lever, Jelle ; Sigg, Christian ; Pietragalla, Barbara ; Vitasse, Yann ; Gessler, Arthur ; Wegner, Jan Dirk
Journal title:Methods in ecology and evolution, 2025-05
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ArticlesPeer ReviewedFull Text
DEFORESTATION DETECTION IN THE AMAZON WITH SENTINEL-1 SAR IMAGE TIME SERIES
Author / Creator:Karaman, K. ; Sainte Fare Garnot, V. ; Wegner, J. D.
Publisher:Gottingen: Copernicus GmbH
Journal title:ISPRS annals of the photogrammetry, remote sensing and spatial information sciences, 2023-01, Vol.X-1/W1-2023, p.835-842
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ArticlesFull Text
Panoptic Segmentation of Satellite Image Time Series with Convolutional Temporal Attention Networks
Author / Creator:Vivien Sainte Fare Garnot ; Landrieu, Loic
Publisher:Ithaca: Cornell University Library, arXiv.org
Journal title:arXiv.org, 2022-06
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ArticlesFull Text
Leveraging Class Hierarchies with Metric-Guided Prototype Learning
Author / Creator:Vivien Sainte Fare Garnot ; Landrieu, Loic
Publisher:Ithaca: Cornell University Library, arXiv.org
Journal title:arXiv.org, 2021-11
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ArticlesFull Text
Uncertainty Voting Ensemble for Imbalanced Deep Regression
Author / Creator:Jiang, Yuchang ; Vivien Sainte Fare Garnot ; Schindler, Konrad ; Wegner, Jan Dirk
Publisher:Ithaca: Cornell University Library, arXiv.org
Journal title:arXiv.org, 2024-10
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ArticlesFull Text
An Open-Source Tool for Mapping War Destruction at Scale in Ukraine using Sentinel-1 Time Series
Author / Creator:Dietrich, Olivier ; Peters, Torben ; Vivien Sainte Fare Garnot ; Sticher, Valerie ; Thao Ton-That Whelan ; Schindler, Konrad ; Wegner, Jan Dirk
Publisher:Ithaca: Cornell University Library, arXiv.org
Journal title:arXiv.org, 2024-11
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ArticlesFull Text
Lightweight Temporal Self-Attention for Classifying Satellite Image Time Series
Author / Creator:Vivien Sainte Fare Garnot ; Landrieu, Loic
Publisher:Ithaca: Cornell University Library, arXiv.org
Journal title:arXiv.org, 2020-07
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ArticlesFull Text
Deep learning meets tree phenology modeling: PhenoFormer vs. process-based models
Author / Creator:Vivien Sainte Fare Garnot ; Spafford, Lynsay ; Lever, Jelle ; Sigg, Christian ; Pietragalla, Barbara ; Vitasse, Yann ; Gessler, Arthur ; Wegner, Jan Dirk
Publisher:Ithaca: Cornell University Library, arXiv.org
Journal title:arXiv.org, 2024-10
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ArticlesFull Text
Multi-Modal Temporal Attention Models for Crop Mapping from Satellite Time Series
Author / Creator:Vivien Sainte Fare Garnot ; Landrieu, Loic ; Chehata, Nesrine
Publisher:Ithaca: Cornell University Library, arXiv.org
Journal title:arXiv.org, 2021-12
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ArticlesFull Text
UnCRtainTS: Uncertainty Quantification for Cloud Removal in Optical Satellite Time Series
Author / Creator:Ebel, Patrick ; Vivien Sainte Fare Garnot ; Schmitt, Michael ; Wegner, Jan Dirk ; Xiao Xiang Zhu
Publisher:Ithaca: Cornell University Library, arXiv.org
Journal title:arXiv.org, 2023-04
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ArticlesFull Text
Accuracy and Consistency of Space-based Vegetation Height Maps for Forest Dynamics in Alpine Terrain
Author / Creator:Jiang, Yuchang ; Rüetschi, Marius ; Vivien Sainte Fare Garnot ; Marty, Mauro ; Schindler, Konrad ; Ginzler, Christian ; Wegner, Jan D
Publisher:Ithaca: Cornell University Library, arXiv.org
Journal title:arXiv.org, 2023-09
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ArticlesFull Text
Satellite Image Time Series Classification with Pixel-Set Encoders and Temporal Self-Attention
Author / Creator:Vivien Sainte Fare Garnot ; Landrieu, Loic ; Giordano, Sebastien ; Chehata, Nesrine
Publisher:Ithaca: Cornell University Library, arXiv.org
Journal title:arXiv.org, 2019-11
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ArticlesFull Text
Time-Space tradeoff in deep learning models for crop classification on satellite multi-spectral image time series
Author / Creator:Vivien Sainte Fare Garnot ; Landrieu, Loic ; Giordano, Sebastien ; Chehata, Nesrine
Publisher:Ithaca: Cornell University Library, arXiv.org
Journal title:arXiv.org, 2019-01
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Sat-SINR: High-Resolution Species Distribution Models Through Satellite Imagery

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Predicting Dyslexia in Adolescents from Eye Movements during Free Painting Viewing

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An open-source tool for mapping war destruction at scale in Ukraine using Sentinel-1 time series

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U-TILISE: A Sequence-to-sequence Model for Cloud Removal in Optical Satellite Time Series

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Deep learning meets tree phenology modelling: PhenoFormer versus process‐based models

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DEFORESTATION DETECTION IN THE AMAZON WITH SENTINEL-1 SAR IMAGE TIME SERIES

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Panoptic Segmentation of Satellite Image Time Series with Convolutional Temporal Attention Networks

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Leveraging Class Hierarchies with Metric-Guided Prototype Learning

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Uncertainty Voting Ensemble for Imbalanced Deep Regression

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An Open-Source Tool for Mapping War Destruction at Scale in Ukraine using Sentinel-1 Time Series

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Lightweight Temporal Self-Attention for Classifying Satellite Image Time Series

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Deep learning meets tree phenology modeling: PhenoFormer vs. process-based models

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Multi-Modal Temporal Attention Models for Crop Mapping from Satellite Time Series

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UnCRtainTS: Uncertainty Quantification for Cloud Removal in Optical Satellite Time Series

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Accuracy and Consistency of Space-based Vegetation Height Maps for Forest Dynamics in Alpine Terrain

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Satellite Image Time Series Classification with Pixel-Set Encoders and Temporal Self-Attention

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Time-Space tradeoff in deep learning models for crop classification on satellite multi-spectral image time series

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