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Devis Tuia

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Large Language Models for Captioning and Retrieving Remote Sensing Images

Feb 09, 2024
João Daniel Silva, João Magalhães, Devis Tuia, Bruno Martins

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On the selection and effectiveness of pseudo-absences for species distribution modeling with deep learning

Jan 03, 2024
Robin Zbinden, Nina van Tiel, Benjamin Kellenberger, Lloyd Hughes, Devis Tuia

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Data-Centric Machine Learning for Geospatial Remote Sensing Data

Dec 08, 2023
Ribana Roscher, Marc Rußwurm, Caroline Gevaert, Michael Kampffmeyer, Jefersson A. dos Santos, Maria Vakalopoulou, Ronny Hänsch, Stine Hansen, Keiller Nogueira, Jonathan Prexl, Devis Tuia

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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

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

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High-resolution Population Maps Derived from Sentinel-1 and Sentinel-2

Nov 23, 2023
Nando Metzger, Rodrigo Caye Daudt, Devis Tuia, Konrad Schindler

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Revisiting Evaluation Metrics for Semantic Segmentation: Optimization and Evaluation of Fine-grained Intersection over Union

Oct 30, 2023
Zifu Wang, Maxim Berman, Amal Rannen-Triki, Philip H. S. Torr, Devis Tuia, Tinne Tuytelaars, Luc Van Gool, Jiaqian Yu, Matthew B. Blaschko

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Geographic Location Encoding with Spherical Harmonics and Sinusoidal Representation Networks

Oct 10, 2023
Marc Rußwurm, Konstantin Klemmer, Esther Rolf, Robin Zbinden, Devis Tuia

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Scalable Semantic 3D Mapping of Coral Reefs with Deep Learning

Sep 22, 2023
Jonathan Sauder, Guilhem Banc-Prandi, Anders Meibom, Devis Tuia

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From Classification to Segmentation with Explainable AI: A Study on Crack Detection and Growth Monitoring

Sep 20, 2023
Florent Forest, Hugo Porta, Devis Tuia, Olga Fink

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Time Series Analysis of Urban Liveability

Sep 01, 2023
Alex Levering, Diego Marcos, Devis Tuia

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