Devis Tuia

EPFL (École Polytechnique Fédérale de Lausanne)

Switzerland

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Articles (19)

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2024

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2024

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2024

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2023

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2022

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2022

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2022

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2022

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2022

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2022

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2021

Collaborators (22)

Diego Marcos

Inria Centre de Recherche Sophia Antipolis Méditerranée

FRANCE

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Sylvain Lobry

Associate professor

Université Paris-Saclay

FRANCE

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Gabriele Moser

Associate Professor of Telecommunications

University of Genoa

ITALY

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Anders Meibom

Professor ad personam

University of Lausanne

SWITZERLAND

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Ribana Roscher

Professor of Data Science for Crop Systems

Forschungszentrum Jülich

GERMANY

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Begüm Demir

Professor

Technische Universität Berlin

GERMANY

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Anna Kruspe

Professor

Munich University of Applied Sciences

GERMANY

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Alexander Mathis

Professor

École Polytechnique Fédérale de Lausanne

SWITZERLAND

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Jan N. van Rijn

Leiden University

NETHERLANDS

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Frank van Langevelde

NETHERLANDS

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Jasper van Vliet

Associate Professor

VU Amsterdam

NETHERLANDS

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Thomas Crowther

Assistant Professor

ETH Zürich

SWITZERLAND

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Marc Rußwurm

Wageningen University & Research

NETHERLANDS

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Niklaus Zimmermann

Senior Scientist / Adjunct Professor ETH

Swiss Federal Research Institute WSL

SWITZERLAND

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Frank Pattyn

Université libre de Bruxelles (ULB)

BELGIUM

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Stef Lhermitte

Professor at KU Leuven

KU Leuven

BELGIUM

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Fabian Fopp

Swiss Federal Institute for Forest, Snow and Landscape Research

SWITZERLAND

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Holger H. Hoos

Adjunct Professor

The University of British Columbia

CANADA

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Maaike Izeboud

Delft University of Technology

NETHERLANDS

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Benjamin Risse

Professor

University of Münster

GERMANY

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Martin Werner

Professor

Technical University of Munich

GERMANY

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Nathan Jacobs

Professor and Assistant Vice Provost

Washington University in St. Louis

UNITED STATES

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Devis Tuia

Research Interests

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Articles (19)

Artificial Intelligence to Advance Earth Observation: A review of models, recent trends, and pathways forward

Meta-learning to address diverse Earth observation problems across resolutions

WildCLIP: Scene and Animal Attribute Retrieval from Camera Trap Data with Domain-Adapted Vision-Language Models

Where the White Continent Is Blue

Regional uniqueness of tree species composition and response to forest loss and climate change

High-resolution population maps derived from Sentinel-1 and Sentinel-2

Towards Estimation of 3D Poses and Shapes of Animals from Oblique Drone Imagery

Scalable semantic 3D mapping of coral reefs with deep learning

Land Cover Mapping From Multiple Complementary Experts Under Heavy Class Imbalance

Predicting the liveability of Dutch cities with aerial images and semantic intermediate concepts

Stay close, but not too close: aerial image analysis reveals patterns of social distancing in seal colonies

Social media and deep learning reveal specific cultural preferences for biodiversity

Perspectives in machine learning for wildlife conservation

Wasserstein Adversarial Regularization for Learning With Label Noise

Geoinformation Harvesting From Social Media Data: A community remote sensing approach

Mapping forest in the Swiss Alps treeline ecotone with explainable deep learning

A Semisupervised CRF Model for CNN-Based Semantic Segmentation With Sparse Ground Truth

Deep Learning and Earth Observation to Support the Sustainable Development Goals: Current Approaches, Open Challenges, and Future Opportunities

Semantic Segmentation of Remote Sensing Images With Sparse Annotations

Collaborators (22)

Diego Marcos

Sylvain Lobry

Gabriele Moser

Anders Meibom

Ribana Roscher

Begüm Demir

Anna Kruspe

Alexander Mathis

Jan N. van Rijn

Frank van Langevelde

Jasper van Vliet

Thomas Crowther

Marc Rußwurm

Niklaus Zimmermann

Frank Pattyn

Stef Lhermitte

Fabian Fopp

Holger H. Hoos

Maaike Izeboud

Benjamin Risse

Martin Werner

Nathan Jacobs

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