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Bertrand Le Saux

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Learning from Unlabelled Data with Transformers: Domain Adaptation for Semantic Segmentation of High Resolution Aerial Images

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Apr 17, 2024
Nikolaos Dionelis, Francesco Pro, Luca Maiano, Irene Amerini, Bertrand Le Saux

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A Semantic Segmentation-guided Approach for Ground-to-Aerial Image Matching

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Apr 17, 2024
Francesco Pro, Nikolaos Dionelis, Luca Maiano, Bertrand Le Saux, Irene Amerini

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Neural Plasticity-Inspired Foundation Model for Observing the Earth Crossing Modalities

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Mar 22, 2024
Zhitong Xiong, Yi Wang, Fahong Zhang, Adam J. Stewart, Joëlle Hanna, Damian Borth, Ioannis Papoutsis, Bertrand Le Saux, Gustau Camps-Valls, Xiao Xiang Zhu

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A Hybrid MLP-Quantum approach in Graph Convolutional Neural Networks for Oceanic Nino Index (ONI) prediction

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Jan 29, 2024
Francesco Mauro, Alessandro Sebastianelli, Bertrand Le Saux, Paolo Gamba, Silvia Liberata Ullo

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PhilEO Bench: Evaluating Geo-Spatial Foundation Models

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Jan 15, 2024
Casper Fibaek, Luke Camilleri, Andreas Luyts, Nikolaos Dionelis, Bertrand Le Saux

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The curse of language biases in remote sensing VQA: the role of spatial attributes, language diversity, and the need for clear evaluation

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Nov 28, 2023
Christel Chappuis, Eliot Walt, Vincent Mendez, Sylvain Lobry, Bertrand Le Saux, Devis Tuia

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Quantum Machine Learning for Remote Sensing: Exploring potential and challenges

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Nov 13, 2023
Artur Miroszewski, Jakub Nalepa, Bertrand Le Saux, Jakub Mielczarek

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Estimating optical vegetation indices with Sentinel-1 SAR data and AutoML

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Nov 13, 2023
Daniel Paluba, Bertrand Le Saux, Francesco Sarti, Přemysl Stych

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Diffusion Models for Earth Observation Use-cases: from cloud removal to urban change detection

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Nov 10, 2023
Fulvio Sanguigni, Mikolaj Czerkawski, Lorenzo Papa, Irene Amerini, Bertrand Le Saux

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IceCloudNet: Cirrus and mixed-phase cloud prediction from SEVIRI input learned from sparse supervision

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Oct 05, 2023
Kai Jeggle, Mikolaj Czerkawski, Federico Serva, Bertrand Le Saux, David Neubauer, Ulrike Lohmann

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