Devis Tuia

ORCID

Publication Activity (10 Years)

Years Active: 2008-2024
Publications (10 Years): 172

Top Venues

CoRR

IGARSS

IEEE Trans. Geosci. Remote. Sens.

IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.

Publications

Robin Zbinden, Nina Van Tiel, Marc Rußwurm, Devis Tuia
Imbalance-aware Presence-only Loss Function for Species Distribution Modeling. CoRR (2024)
João Daniel Silva, João Magalhães, Devis Tuia, Bruno Martins
Large Language Models for Captioning and Retrieving Remote Sensing Images. CoRR (2024)
Alex Levering, Diego Marcos, Devis Tuia
Cross-Modal Learning of Housing Quality in Amsterdam. CoRR (2024)
Li Mi, Chang Xu, Javiera Castillo-Navarro, Syrielle Montariol, Wen Yang, Antoine Bosselut, Devis Tuia
ConGeo: Robust Cross-view Geo-localization across Ground View Variations. CoRR (2024)
Li Mi, Syrielle Montariol, Javiera Castillo Navarro, Xianjie Dai, Antoine Bosselut, Devis Tuia
ConVQG: Contrastive Visual Question Generation with Multimodal Guidance. AAAI (2024)
Li Mi, Xianjie Dai, Javiera Castillo-Navarro, Devis Tuia
Knowledge-aware Text-Image Retrieval for Remote Sensing Images. CoRR (2024)
Li Mi, Syrielle Montariol, Javiera Castillo-Navarro, Xianjie Dai, Antoine Bosselut, Devis Tuia
ConVQG: Contrastive Visual Question Generation with Multimodal Guidance. CoRR (2024)
Robin Zbinden, Nina Van Tiel, Benjamin Kellenberger, Lloyd Hughes, Devis Tuia
On the selection and effectiveness of pseudo-absences for species distribution modeling with deep learning. Ecol. Informatics 81 (2024)
Valérie Zermatten, Xiaolong Lu, Javiera Castillo-Navarro, Tobias Kellenberger, Devis Tuia
Land Cover Mapping From Multiple Complementary Experts Under Heavy Class Imbalance. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 17 (2024)
Marc Rußwurm, Konstantin Klemmer, Esther Rolf, Robin Zbinden, Devis Tuia
Geographic Location Encoding with Spherical Harmonics and Sinusoidal Representation Networks. ICLR (2024)
Robin Zbinden, Nina Van Tiel, Benjamin Kellenberger, Lloyd Hughes, Devis Tuia
On the selection and effectiveness of pseudo-absences for species distribution modeling with deep learning. CoRR (2024)
Devis Tuia, Konrad Schindler, Begüm Demir, Gustau Camps-Valls, Xiao Xiang Zhu, Mrinalini Kochupillai, Saso Dzeroski, Jan N. van Rijn, Holger H. Hoos, Fabio Del Frate, Mihai Datcu, Jorge-Arnulfo Quiané-Ruiz, Volker Markl, Bertrand Le Saux, Rochelle Schneider
Artificial intelligence to advance Earth observation: a perspective. CoRR (2023)
Marc Rußwurm, Sushen Jilla Venkatesa, Devis Tuia
Large-scale Detection of Marine Debris in Coastal Areas with Sentinel-2. CoRR (2023)
Arthur Chevalley, Ciprian Tomoiaga, Marcin Detyniecki, Marc Rußwurm, Devis Tuia
Improving Few-Shot Object Detection with Object Part Proposals. IGARSS (2023)
Kai-Florian Richter, Simon Scheider, Devis Tuia
GeoAI as Collaborative Effort. Künstliche Intell. 37 (1) (2023)
Valérie Zermatten, Javiera Castillo Navarro, Lloyd Hughes, Tobias Kellenberger, Devis Tuia
Text as a Richer Source of Supervision in Semantic Segmentation Tasks. IGARSS (2023)
Christel Chappuis, Charlotte Sertic, Nicola Santacroce, Javiera Castillo Navarro, Sylvain Lobry, Bertrand Le Saux, Devis Tuia
Multi-task prompt-RSVQA to explicitly count objects on aerial images. BMVC Workshop (2023)
Alex Levering, Diego Marcos, Devis Tuia
Time Series Analysis of Urban Liveability. JURSE (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
Data-Centric Machine Learning for Geospatial Remote Sensing Data. CoRR (2023)
Oleg Antropov, Matthieu Molinier, Ridvan Salih Kuzu, Lloyd H. Hughes, Marc Rußwurm, Devis Tuia, Corneliu Octavian Dumitru, Shaojia Ge, Sudipan Saha, Xiao Xiang Zhu
Semi-Supervised Deep Learning Representations in Earth Observation Based Forest Management. IGARSS (2023)
Alex Levering, Diego Marcos, Devis Tuia
Time Series Analysis of Urban Liveability. CoRR (2023)
Florent Forest, Hugo Porta, Devis Tuia, Olga Fink
From Classification to Segmentation with Explainable AI: A Study on Crack Detection and Growth Monitoring. CoRR (2023)
Jonathan Sauder, Guilhem Banc-Prandi, Anders Meibom, Devis Tuia
Scalable Semantic 3D Mapping of Coral Reefs with Deep Learning. CoRR (2023)
Jan Pisl, Lloyd Haydn Hughes, Marc Rußwurm, Devis Tuia
Classification of Tropical Deforestation Drivers with Machine Learning and Satellite Image Time Series. IGARSS (2023)
Marc Rußwurm, Lloyd Haydn Hughes, Giorgio Pasquali, Corneliu Octavian Dumitru, Devis Tuia
Detection of Settlements in Tanzania and Mozambique by Many Regional Few-Shot Models. IGARSS (2023)
Marc Rußwurm, Konstantin Klemmer, Esther Rolf, Robin Zbinden, Devis Tuia
Geographic Location Encoding with Spherical Harmonics and Sinusoidal Representation Networks. CoRR (2023)
Nando Metzger, Rodrigo Caye Daudt, Devis Tuia, Konrad Schindler
High-resolution Population Maps Derived from Sentinel-1 and Sentinel-2. CoRR (2023)
Zifu Wang, Maxim Berman, Amal Rannen-Triki, Philip H. S. Torr, Devis Tuia, Tinne Tuytelaars, Luc Van Gool, Jiaqian Yu, Matthew B. Blaschko
Revisiting Evaluation Metrics for Semantic Segmentation: Optimization and Evaluation of Fine-grained Intersection over Union. NeurIPS (2023)
Zifu Wang, Maxim Berman, Amal Rannen Triki, Philip H. S. Torr, Devis Tuia, Tinne Tuytelaars, Luc Van Gool, Jiaqian Yu, Matthew B. Blaschko
Revisiting Evaluation Metrics for Semantic Segmentation: Optimization and Evaluation of Fine-grained Intersection over Union. CoRR (2023)
Christel Chappuis, Eliot Walt, Vincent Mendez, Sylvain Lobry, Bertrand Le Saux, Devis Tuia
The curse of language biases in remote sensing VQA: the role of spatial attributes, language diversity, and the need for clear evaluation. CoRR (2023)
Luca Maggiolo, Diego Marcos, Gabriele Moser, Sebastiano B. Serpico, Devis Tuia
A Semisupervised CRF Model for CNN-Based Semantic Segmentation With Sparse Ground Truth. IEEE Trans. Geosci. Remote. Sens. 60 (2022)
John E. Vargas-Muñoz, Diego Schibli, Devis Tuia
Towards Efficient Correction of Coconut Tree Detection Errors. IGARSS (2022)
Li Mi, Siran Li, Christel Chappuis, Devis Tuia
Knowledge-Aware Cross-Modal Text-Image Retrieval for Remote Sensing Images. CDCEO@IJCAI (2022)
Benjamin Kellenberger, Devis Tuia
Block Label Swap for Species Distribution Modelling. CLEF (Working Notes) (2022)
Nando Metzger, John E. Vargas-Muñoz, Rodrigo Caye Daudt, Benjamin Kellenberger, Thao Ton-That Whelan, Ferda Ofli, Muhammad Imran, Konrad Schindler, Devis Tuia
Fine-grained Population Mapping from Coarse Census Counts and Open Geodata. CoRR (2022)
Diego Marcos, Aike Potze, Wenjia Xu, Devis Tuia, Zeynep Akata
Attribute Prediction as Multiple Instance Learning. Trans. Mach. Learn. Res. 2022 (2022)
João Daniel Silva, João Magalhães, Devis Tuia, Bruno Martins
Remote sensing visual question answering with a self-attention multi-modal encoder. GeoAI@SIGSPATIAL (2022)
Yuansheng Hua, Diego Marcos, Lichao Mou, Xiao Xiang Zhu, Devis Tuia
Semantic Segmentation of Remote Sensing Images With Sparse Annotations. IEEE Geosci. Remote. Sens. Lett. 19 (2022)
Adugna G. Mullissa, Diego Marcos, Devis Tuia, Martin Herold, Johannes Reiche
deSpeckNet: Generalizing Deep Learning-Based SAR Image Despeckling. IEEE Trans. Geosci. Remote. Sens. 60 (2022)
Kilian Fatras, Bharath Bhushan Damodaran, Sylvain Lobry, Rémi Flamary, Devis Tuia, Nicolas Courty
Wasserstein Adversarial Regularization for Learning With Label Noise. IEEE Trans. Pattern Anal. Mach. Intell. 44 (10) (2022)
Christel Chappuis, Vincent Mendez, Eliot Walt, Sylvain Lobry, Bertrand Le Saux, Devis Tuia
Language Transformers for Remote Sensing Visual Question Answering. IGARSS (2022)
Christel Chappuis, Valérie Zermatten, Sylvain Lobry, Bertrand Le Saux, Devis Tuia
Prompt-RSVQA: Prompting visual context to a language model for Remote Sensing Visual Question Answering. CVPR Workshops (2022)
Benjamin Kellenberger, Elijah Cole, Diego Marcos, Devis Tuia
Training Techniques for Presence-Only Habitat Suitability Mapping with Deep Learning. IGARSS (2022)
Xiao Xiang Zhu, Yuanyuan Wang, Mrinalini Kochupillai, Martin Werner, Matthias Häberle, Eike Jens Hoffmann, Hannes Taubenböck, Devis Tuia, Alex Levering, Nathan Jacobs, Anna M. Kruspe, Karam Abdulahhad
Geo-Information Harvesting from Social Media Data. CoRR (2022)
Marc Rußwurm, Sherrie Wang, Devis Tuia
Humans are Poor Few-Shot Classifiers for Sentinel-2 Land Cover. IGARSS (2022)
Ilan Havinga, Diego Marcos, Patrick W. Bogaart, Lars Hein, Devis Tuia
Geo-Data for Mapping Scenic Beauty: Exploring the Potential of Remote Sensing and Social Media. IGARSS (2021)
Sylvain Lobry, Begüm Demir, Devis Tuia
RSVQA Meets Bigearthnet: A New, Large-Scale, Visual Question Answering Dataset for Remote Sensing. IGARSS (2021)
Alex Levering, Martin Tomko, Devis Tuia, Kourosh Khoshelham
Detecting Unsigned Physical Road Incidents From Driver-View Images. IEEE Trans. Intell. Veh. 6 (1) (2021)
Xiaochen Zheng, Benjamin Kellenberger, Rui Gong, Irena Hajnsek, Devis Tuia
Self-Supervised Pretraining and Controlled Augmentation Improve Rare Wildlife Recognition in UAV Images. CoRR (2021)
John E. Vargas-Muñoz, Devis Tuia, Alexandre X. Falcão
Deploying machine learning to assist digital humanitarians: making image annotation in OpenStreetMap more efficient. Int. J. Geogr. Inf. Sci. 35 (9) (2021)
Christel Chappuis, Sylvain Lobry, Benjamin Kellenberger, Bertrand Le Saux, Devis Tuia
How to find a good image-text embedding for remote sensing visual question answering? CoRR (2021)
Devis Tuia, Ribana Roscher, Jan Dirk Wegner, Nathan Jacobs, Xiao Xiang Zhu, Gustau Camps-Valls
Towards a Collective Agenda on AI for Earth Science Data Analysis. CoRR (2021)
Alex Levering, Diego Marcos, Devis Tuia
Liveability from Above: Understanding Quality of Life with Overhead Imagery and Deep Neural Networks. IGARSS (2021)
Marta Sapena, Michael Wurm, Hannes Taubenböck, Devis Tuia, Luis Ángel Ruiz Fernández
Estimating quality of life dimensions from urban spatial pattern metrics. Comput. Environ. Urban Syst. 85 (2021)
Alex Levering, Diego Marcos, Ilan Havinga, Devis Tuia
Cross-Modal Learning of Housing Quality in Amsterdam. GeoAI@SIGSPATIAL (2021)
Benjamin Kellenberger, John E. Vargas-Muñoz, Devis Tuia, Rodrigo Caye Daudt, Konrad Schindler, Thao T.-T. Whelan, Brenda Ayo, Ferda Ofli, Muhammad Imran
Mapping Vulnerable Populations with AI. CoRR (2021)
Marrit Leenstra, Diego Marcos, Francesca Bovolo, Devis Tuia
Self-supervised pre-training enhances change detection in Sentinel-2 imagery. CoRR (2021)
Devis Tuia, Jordi Muñoz-Marí
Learning User's confidence for active learning. CoRR (2021)
Devis Tuia, Michele Volpi, Loris Copa, Mikhail F. Kanevski, Jordi Muñoz-Marí
A survey of active learning algorithms for supervised remote sensing image classification. CoRR (2021)
Christel Chappuis, Sylvain Lobry, Benjamin Kellenberger, Bertrand Le Saux, Devis Tuia
How to find a good image-text embedding for remote sensing visual question answering? MACLEAN@PKDD/ECML (2021)
Claudio Persello, Jan Dirk Wegner, Ronny Hänsch, Devis Tuia, Pedram Ghamisi, Mila Koeva, Gustau Camps-Valls
Deep Learning and Earth Observation to Support the Sustainable Development Goals. CoRR (2021)
Devis Tuia, Claudio Persello, Lorenzo Bruzzone
Recent Advances in Domain Adaptation for the Classification of Remote Sensing Data. CoRR (2021)
Xiaochen Zheng, Benjamin Kellenberger, Rui Gong, Irena Hajnsek, Devis Tuia
Self-Supervised Pretraining and Controlled Augmentation Improve Rare Wildlife Recognition in UAV Images. ICCVW (2021)
Devis Tuia, Michele Volpi, Maxime Trolliet, Gustau Camps-Valls
Semisupervised Manifold Alignment of Multimodal Remote Sensing Images. CoRR (2021)
Devis Tuia, Benjamin Kellenberger, Sara Beery, Blair R. Costelloe, Silvia Zuffi, Benjamin Risse, Alexander Mathis, Mackenzie W. Mathis, Frank van Langevelde, Tilo Burghardt, Roland Kays, Holger Klinck, Martin Wikelski, Iain D. Couzin, Grant Van Horn, Margaret C. Crofoot, Charles V. Stewart, Tanya Y. Berger-Wolf
Seeing biodiversity: perspectives in machine learning for wildlife conservation. CoRR (2021)
Yuansheng Hua, Diego Marcos, Lichao Mou, Xiao Xiang Zhu, Devis Tuia
Semantic Segmentation of Remote Sensing Images with Sparse Annotations. CoRR (2021)
Devis Tuia, Benjamin Kellenberger, Adrián Pérez-Suay, Gustau Camps-Valls
A deep network approach to multitemporal cloud detection. CoRR (2020)
Marrit Leenstra, Diego Marcos, Francesca Bovolo, Devis Tuia
Self-supervised Pre-training Enhances Change Detection in Sentinel-2 Imagery. ICPR Workshops (7) (2020)
John E. Vargas-Muñoz, Devis Tuia, Alexandre X. Falcão
Deploying machine learning to assist digital humanitarians: making image annotation in OpenStreetMap more efficient. CoRR (2020)
Devis Tuia, Diego Marcos, Gustau Camps-Valls
Multi-temporal and multi-source remote sensing image classification by nonlinear relative normalization. CoRR (2020)
Gustau Camps-Valls, Markus Reichstein, Xiaoxiang Zhu, Devis Tuia
ADVANCING DEEP LEARNING FOR EARTH SCIENCES: FROM HYBRID MODELING TO INTERPRETABILITY. IGARSS (2020)
Pim Arendsen, Diego Marcos, Devis Tuia
Concept Discovery for The Interpretation of Landscape Scenicness. Mach. Learn. Knowl. Extr. 2 (4) (2020)
Alex Levering, Diego Marcos, Sylvain Lobry, Devis Tuia
Interpretable Scenicness from Sentinel-2 Imagery. IGARSS (2020)
Devis Tuia, Ronny Hänsch, Naoto Yokoya, Myron Brown, Bertrand Le Saux
Foreword to the Special Issue on Computer Vision-Based Approaches for Earth Observation. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 13 (2020)
Alex Levering, Martin Tomko, Devis Tuia, Kourosh Khoshelham
Detecting Unsigned Physical Road Incidents from Driver-View Images. CoRR (2020)
Yuansheng Hua, Sylvain Lobry, Lichao Mou, Devis Tuia, Xiao Xiang Zhu
Learning Multi-Label Aerial Image Classification Under Label Noise: A Regularization Approach Using Word Embeddings. IGARSS (2020)
John E. Vargas, Shivangi Srivastava, Devis Tuia, Alexandre X. Falcão
OpenStreetMap: Challenges and Opportunities in Machine Learning and Remote Sensing. CoRR (2020)
Diego Marcos, Ruth Fong, Sylvain Lobry, Rémi Flamary, Nicolas Courty, Devis Tuia
Contextual Semantic Interpretability. CoRR (2020)
Sylvain Lobry, Diego Marcos, Jesse Murray, Devis Tuia
RSVQA: Visual Question Answering for Remote Sensing Data. IEEE Trans. Geosci. Remote. Sens. 58 (12) (2020)
Shivangi Srivastava, John E. Vargas-Munoz, Sylvain Lobry, Devis Tuia
Fine-grained landuse characterization using ground-based pictures: a deep learning solution based on globally available data. Int. J. Geogr. Inf. Sci. 34 (6) (2020)
Diego Marcos, Jana Kierdorf, Ted Cheeseman, Devis Tuia, Ribana Roscher
A Whale's Tail - Finding the Right Whale in an Uncertain World. xxAI@ICML (2020)
Sylvain Lobry, Diego Marcos, Jesse Murray, Devis Tuia
RSVQA: Visual Question Answering for Remote Sensing Data. CoRR (2020)
Diego Marcos, Ruth Fong, Sylvain Lobry, Rémi Flamary, Nicolas Courty, Devis Tuia
Contextual Semantic Interpretability. ACCV (4) (2020)
Wolfgang Groß, Devis Tuia, Uwe Soergel, Wolfgang Middelmann
Nonlinear Feature Normalization for Hyperspectral Domain Adaptation and Mitigation of Nonlinear Effects. IEEE Trans. Geosci. Remote. Sens. 57 (8) (2019)
Bharath Bhushan Damodaran, Kilian Fatras, Sylvain Lobry, Rémi Flamary, Devis Tuia, Nicolas Courty
Pushing the right boundaries matters! Wasserstein Adversarial Training for Label Noise. CoRR (2019)
John E. Vargas-Muñoz, Ping Zhou, Alexandre X. Falcão, Devis Tuia
Interactive Coconut Tree Annotation Using Feature Space Projections. IGARSS (2019)
Zhenchao Zhang, George Vosselman, Markus Gerke, Claudio Persello, Devis Tuia, Michael Ying Yang
Detecting Building Changes between Airborne Laser Scanning and Photogrammetric Data. Remote. Sens. 11 (20) (2019)
Sylvain Lobry, Devis Tuia
Deep Learning Models to Count Buildings in High-Resolution Overhead Images. JURSE (2019)
Shivangi Srivastava, Maxim Berman, Matthew B. Blaschko, Devis Tuia
Adaptive Compression-based Lifelong Learning. BMVC (2019)
Cyril Wendl, Diego Marcos, Devis Tuia
Novelty detection in very high resolution urban scenes with Density Forests. JURSE (2019)
Sylvain Lobry, Jesse Murray, Diego Marcos, Devis Tuia
Visual Question Answering From Remote Sensing Images. IGARSS (2019)
Benjamin Kellenberger, Diego Marcos, Sylvain Lobry, Devis Tuia
Half a Percent of Labels is Enough: Efficient Animal Detection in UAV Imagery Using Deep CNNs and Active Learning. IEEE Trans. Geosci. Remote. Sens. 57 (12) (2019)
Benjamin Kellenberger, Diego Marcos, Sylvain Lobry, Devis Tuia
Half a Percent of Labels is Enough: Efficient Animal Detection in UAV Imagery using Deep CNNs and Active Learning. CoRR (2019)
Jesse Murray, Diego Marcos, Devis Tuia
Zoom In, Zoom Out: Injecting Scale Invariance into Landuse Classification CNNs. IGARSS (2019)
Benjamin Kellenberger, Diego Marcos, Devis Tuia
When a Few Clicks Make All the Difference: Improving Weakly-Supervised Wildlife Detection in UAV Images. CVPR Workshops (2019)
Diego Marcos, Sylvain Lobry, Devis Tuia
Semantically Interpretable Activation Maps: what-where-how explanations within CNNs. CoRR (2019)
Shivangi Srivastava, Maxim Berman, Matthew B. Blaschko, Devis Tuia
Adaptive Compression-based Lifelong Learning. CoRR (2019)
Shivangi Srivastava, John E. Vargas-Muñoz, Devis Tuia
Understanding urban landuse from the above and ground perspectives: a deep learning, multimodal solution. CoRR (2019)
Ievgen Redko, Nicolas Courty, Rémi Flamary, Devis Tuia
Optimal Transport for Multi-source Domain Adaptation under Target Shift. AISTATS (2019)
John E. Vargas-Muñoz, Sylvain Lobry, Alexandre X. Falcão, Devis Tuia
Correcting rural building annotations in OpenStreetMap using convolutional neural networks. CoRR (2019)

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Publication Activity (10 Years)

Top Topics

Top Venues

Devis Tuia