Socio-economic Data Analysis with Scan Statistics and Self-organizing Maps. - Devis Tuia; Christian Kaiser; Antonio Da Cunha; Mikhail F. Kanevski (ICCSA (1), 2008)

Very-High Resolution Image Classification using Morphological Operators and SVM. - Devis Tuia; Fabio Pacifici; Alexei Pozdnoukhov; Christian Kaiser; Domenico Solimini; William J. Emery (IGARSS (4), 2008)

Active Learning of Very-High Resolution Optical Imagery with SVM: Entropy vs Margin Sampling. - Devis Tuia; Frédéric Ratle; Fabio Pacifici; Alexei Pozdnoukhov; Mikhail F. Kanevski; Fabio Del Frate; Domenico Solimini; William J. Emery (IGARSS (4), 2008)

Support-Based Implementation of Bayesian Data Fusion for Spatial Enhancement: Applications to ASTER Thermal Images. - Dominique Fasbender; Devis Tuia; Patrick Bogaert; Mikhail F. Kanevski (IEEE Geosci. Remote. Sens. Lett., 2008)

Multiple Kernel Learning of Environmental Data. Case Study: Analysis and Mapping of Wind Fields. - Loris Foresti; Devis Tuia; Alexei Pozdnoukhov; Mikhail F. Kanevski (ICANN (2), 2009)

Recent advances in remote sensing image processing. - Devis Tuia; Gustavo Camps-Valls (ICIP, 2009)

Learning the Relevant Image Features with Multiple Kernels. - Devis Tuia; Giona Matasci; Gustavo Camps-Valls; Mikhail F. Kanevski (IGARSS (2), 2009)

Semisupervised Remote Sensing Image Classification With Cluster Kernels. - Devis Tuia; Gustavo Camps-Valls (IEEE Geosci. Remote. Sens. Lett., 2009)

Clustering and Hot Spot Detection in Socio-economic Spatio-temporal Data. - Devis Tuia; Christian Kaiser; Antonio Da Cunha; Mikhail F. Kanevski (Trans. Comput. Sci., 2009)

Decision Fusion for the Classification of Hyperspectral Data: Outcome of the 2008 GRS-S Data Fusion Contest. - Giorgio Licciardi; Fabio Pacifici; Devis Tuia; Saurabh Prasad; Terrance West; Ferdinando Giacco; Christian Thiel 002; Jordi Inglada; Emmanuel Christophe; Jocelyn Chanussot; Paolo Gamba (IEEE Trans. Geosci. Remote. Sens., 2009)

Classification of Very High Spatial Resolution Imagery Using Mathematical Morphology and Support Vector Machines. - Devis Tuia; Fabio Pacifici; Mikhail F. Kanevski; William J. Emery (IEEE Trans. Geosci. Remote. Sens., 2009)

Active Learning Methods for Remote Sensing Image Classification. - Devis Tuia; Frédéric Ratle; Fabio Pacifici; Mikhail F. Kanevski; William J. Emery (IEEE Trans. Geosci. Remote. Sens., 2009)

Time series input selection using multiple kernel learning. - Loris Foresti; Devis Tuia; Vadim Timonin; Mikhail F. Kanevski (ESANN, 2010)

Estimating biophysical variable dependences with kernels. - Gustavo Camps-Valls; Devis Tuia; Valero Laparra; Jesús Malo (IGARSS, 2010)

Cluster-based active learning for compact image classification. - Devis Tuia; Mikhail F. Kanevski; Jordi Muñoz-Marí; Gustavo Camps-Valls (IGARSS, 2010)

Advanced active sampling for remote sensing image classification. - Michele Volpi; Devis Tuia; Mikhail F. Kanevski (IGARSS, 2010)

Spectral-textural endmember extraction. - Maciel Zortea; Devis Tuia; Fabio Pacifici; Antonio J. Plaza (WHISPERS, 2010)

Multisource Composite Kernels for Urban-Image Classification. - Devis Tuia; Frédéric Ratle; Alexei Pozdnoukhov; Gustavo Camps-Valls (IEEE Geosci. Remote. Sens. Lett., 2010)

Learning Relevant Image Features With Multiple-Kernel Classification. - Devis Tuia; Gustavo Camps-Valls; Giona Matasci; Mikhail F. Kanevski (IEEE Trans. Geosci. Remote. Sens., 2010)

Correction to "Active Learning Methods for Remote Sensing Image Classification" [Jul 09 2218-2232]. - Devis Tuia; Frédéric Ratle; Fabio Pacifici; Mikhail F. Kanevski; William J. Emery (IEEE Trans. Geosci. Remote. Sens., 2010)

Explicit recursivity into reproducing kernel Hilbert spaces. - Devis Tuia; Gustavo Camps-Valls; Manel Martínez-Ramón (ICASSP, 2011)

Principal polynomial analysis for remote sensing data processing. - Valero Laparra; Devis Tuia; Sandra Jiménez; Gustavo Camps-Valls; Jesus Malo (IGARSS, 2011)

Domain separation for efficient adaptive active learning. - Giona Matasci; Devis Tuia; Mikhail F. Kanevski (IGARSS, 2011)

Improving active learning methods using spatial information. - Edoardo Pasolli; Farid Melgani; Devis Tuia; Fabio Pacifici; William J. Emery (IGARSS, 2011)

Large scale semi-supervised image segmentation with active queries. - Devis Tuia; Jordi Muñoz-Marí; Gustavo Camps-Valls (IGARSS, 2011)

Graph matching for efficient classifiers adaptation. - Devis Tuia; Jordi Muñoz-Marí; Jesus Malo (IGARSS, 2011)

Unsupervised change detection in the feature space using kernels. - Michele Volpi; Devis Tuia; Gustavo Camps-Valls; Mikhail F. Kanevski (IGARSS, 2011)

Dataset shift adaptation with active queries. - Devis Tuia; Edoardo Pasolli; William J. Emery (JURSE, 2011)

A Survey of Active Learning Algorithms for Supervised Remote Sensing Image Classification. - Devis Tuia; Michele Volpi; Loris Copa; Mikhail F. Kanevski; Jordi Muñoz-Marí (IEEE J. Sel. Top. Signal Process., 2011)

Multioutput Support Vector Regression for Remote Sensing Biophysical Parameter Estimation. - Devis Tuia; Jochem Verrelst; Luis Alonso-Chorda; Fernando Pérez-Cruz; Gustavo Camps-Valls (IEEE Geosci. Remote. Sens. Lett., 2011)

Urban Image Classification With Semisupervised Multiscale Cluster Kernels. - Devis Tuia; Gustavo Camps-Valls (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2011)

Structured Output SVM for Remote Sensing Image Classification. - Devis Tuia; Jordi Muñoz-Marí; Mikhail F. Kanevski; Gustavo Camps-Valls (J. Signal Process. Syst., 2011)

Remote Sensing Image Processing - Gustavo Camps-Valls; Devis Tuia; Luis Gómez-Chova; Sandra Jiménez; Jesús Malo (Morgan & Claypool Publishers, 2011)

Discovering relevant spatial filterbanks for VHR image classification. - Devis Tuia; Mauro Dalla Mura; Michele Volpi; Rémi Flamary; Alain Rakotomamonjy (ICPR, 2012)

Discovering single classes in remote sensing images with active learning. - Mirco Furlani; Devis Tuia; Jordi Muñoz-Marí; Francesca Bovolo; Gustavo Camps-Valls; Lorenzo Bruzzone (IGARSS, 2012)

Putting the user into the active learning loop: Towards realistic but efficient photointerpretation. - Devis Tuia; Jordi Muñoz-Marí (IGARSS, 2012)

Enhanced change detection using nonlinear feature extraction. - Michele Volpi; Giona Matasci; Devis Tuia; Mikhail F. Kanevski (IGARSS, 2012)

Nonlinear data description with Principal Polynomial Analysis. - Valero Laparra; Devis Tuia; Sandra Jiménez; Gustavo Camps-Valls; Jesus Malo (MLSP, 2012)

Unsupervised Change Detection With Kernels. - Michele Volpi; Devis Tuia; Gustavo Camps-Valls; Mikhail F. Kanevski (IEEE Geosci. Remote. Sens. Lett., 2012)

Remote sensing image segmentation by active queries. - Devis Tuia; Jordi Muñoz-Marí; Gustavo Camps-Valls (Pattern Recognit., 2012)

Multi-Modal Change Detection, Application to the Detection of Flooded Areas: Outcome of the 2009-2010 Data Fusion Contest. - Nathan Longbotham; Fabio Pacifici; Taylor C. Glenn; Alina Zare; Michele Volpi; Devis Tuia; Emmanuel Christophe; Julien Michel; Jordi Inglada; Jocelyn Chanussot; Qian Du 001 (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2012)

SVM-Based Boosting of Active Learning Strategies for Efficient Domain Adaptation. - Giona Matasci; Devis Tuia; Mikhail F. Kanevski (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2012)

Semisupervised Classification of Remote Sensing Images With Active Queries. - Jordi Muñoz-Marí; Devis Tuia; Gustavo Camps-Valls (IEEE Trans. Geosci. Remote. Sens., 2012)

Memory-Based Cluster Sampling for Remote Sensing Image Classification. - Michele Volpi; Devis Tuia; Mikhail F. Kanevski (IEEE Trans. Geosci. Remote. Sens., 2012)

Large Margin Filtering. - Rémi Flamary; Devis Tuia; Benjamin Labbé; Gustavo Camps-Valls; Alain Rakotomamonjy (IEEE Trans. Signal Process., 2012)

Multi-view feature extraction for hyperspectral image classification. - Michele Volpi; Giona Matasci; Mikhail F. Kanevski; Devis Tuia (ESANN, 2013)

Multisource clustering of remote sensing images with Entropy-based Dempster-Shafer fusion. - S. Ranoeliarivao; Frank de Morsier; Devis Tuia; S. Rakotoniaina; Maurice Borgeaud; Jean-Philippe Thiran; S. Rakotondraompiana (EUSIPCO, 2013)

Investigating Feature Extraction for Domain Adaptation in Remote Sensing Image Classification. - Giona Matasci; Lorenzo Bruzzone; Michele Volpi; Devis Tuia; Mikhail F. Kanevski (ICPRAM, 2013)

Domain adaptation with Hidden Markov Random Fields. - Jan-Pieter Jacobs; Guy Thoonen; Devis Tuia; Gustavo Camps-Valls; Birgen Haest; Paul Scheunders (IGARSS, 2013)

Statistical assessment of dataset shift and model portability in multi-angle in-track image acquisitions. - Giona Matasci; Nathan Longbotham; Fabio Pacifici; Mikhail F. Kanevski; Devis Tuia (IGARSS, 2013)

Multisensor alignment of image manifolds. - Devis Tuia; Maxime Trolliet; Michele Volpi (IGARSS, 2013)

Create the relevant spatial filterbank in the hyperspectral jungle. - Devis Tuia; Michele Volpi; Mauro Dalla Mura; Alain Rakotomamonjy; Rémi Flamary (IGARSS, 2013)

Multi-sensor change detection based on nonlinear canonical correlations. - Michele Volpi; Frank de Morsier; Gustavo Camps-Valls; Mikhail F. Kanevski; Devis Tuia (IGARSS, 2013)

Estimation of soil moisture from airborne hyperspectral imagery with support vector regression. - Jelena Stamenkovic; Devis Tuia; Frank de Morsier; Maurice Borgeaud; Jean-Philippe Thiran (WHISPERS, 2013)

Supervised change detection in VHR images using contextual information and support vector machines. - Michele Volpi; Devis Tuia; Francesca Bovolo; Mikhail F. Kanevski; Lorenzo Bruzzone (Int. J. Appl. Earth Obs. Geoinformation, 2013)

Active Learning: Any Value for Classification of Remotely Sensed Data? - Melba M. Crawford; Devis Tuia; Hsiuhan Lexie Yang (Proc. IEEE, 2013)

Semi-Supervised Novelty Detection Using SVM Entire Solution Path. - Frank de Morsier; Devis Tuia; Maurice Borgeaud; Volker Gass; Jean-Philippe Thiran (IEEE Trans. Geosci. Remote. Sens., 2013)

Learning User's Confidence for Active Learning. - Devis Tuia; Jordi Muñoz-Marí (IEEE Trans. Geosci. Remote. Sens., 2013)

Graph Matching for Adaptation in Remote Sensing. - Devis Tuia; Jordi Muñoz-Marí; Luis Gómez-Chova; Jesus Malo (IEEE Trans. Geosci. Remote. Sens., 2013)

Network-Based Correlated Correspondence for Unsupervised Domain Adaptation of Hyperspectral Satellite Images. - Julien Rebetez; Devis Tuia; Nicolas Courty (ICPR, 2014)

Unsupervised Alignment of Image Manifolds with Centrality Measures. - Devis Tuia; Michele Volpi; Gustau Camps-Valls (ICPR, 2014)

Spectral adaptation of hyperspectral flight lines using VHR contextual information. - Jan-Pieter Jacobs; Guy Thoonen; Devis Tuia; Gustavo Camps-Valls; Pieter Kempeneers; Paul Scheunders (IGARSS, 2014)

Domain adaptation in remote sensing through cross-image synthesis with dictionaries. - Giona Matasci; Frank de Morsier; Mikhail F. Kanevski; Devis Tuia (IGARSS, 2014)

Non-linear low-rank and sparse representation for hyperspectral image analysis. - Frank de Morsier; Devis Tuia; Maurice Borgeaucft; Volker Gass; Jean-Philippe Thiran (IGARSS, 2014)

Crop backscatter modeling and soil moisture estimation with support vector regression. - Jelena Stamenkovic; Paolo Ferrazzoli; Leila Guerriero; Devis Tuia; Jean-Philippe Thiran; Maurice Borgeaud (IGARSS, 2014)

Weakly supervised alignment of image manifolds with semantic ties. - Devis Tuia (IGARSS, 2014)

Do geographic features impact pictures location shared on the Web? Modeling photographic suitability in the Swiss Alps. - Timothée Produit; Devis Tuia; Frank de Morsier; François Golay (EMR@ICMR, 2014)

Domain Adaptation with Regularized Optimal Transport. - Nicolas Courty; Rémi Flamary; Devis Tuia (ECML/PKDD (1), 2014)

Soil moisture estimation using synergy of optical, SAR, and topographic data with Gaussian Process Regression. - Jelena Stamenkovic; Claudia Notarnicola; Nadine Spindler; Giovanni Cuozzo; Giacomo Bertoldi; Stefano Della Chiesa; Georg Niedrist; Felix Greifeneder; Devis Tuia; Maurice Borgeaud; Jean-Philippe Thiran (SAR, 2014)

Hierarchical sparse representation for dictionary-based classification of hyperspectral images. - Diego Marcos Gonzalez; Frank de Morsier; Giona Matasci; Devis Tuia; Jean-Philippe Thiran (WHISPERS, 2014)

Spatially aware supervised nonlinear dimensionality reduction for hyperspectral data. - Michele Volpi; Devis Tuia (WHISPERS, 2014)

Principal Polynomial Analysis. - Valero Laparra; Sandra Jiménez; Devis Tuia; Gustau Camps-Valls; Jesús Malo (Int. J. Neural Syst., 2014)

Semi-supervised multiview embedding for hyperspectral data classification. - Michele Volpi; Giona Matasci; Mikhail F. Kanevski; Devis Tuia (Neurocomputing, 2014)

Advances in Hyperspectral Image Classification: Earth Monitoring with Statistical Learning Methods. - Gustavo Camps-Valls; Devis Tuia; Lorenzo Bruzzone; Jón Atli Benediktsson (IEEE Signal Process. Mag., 2014)

Foreword to the Special Issue on Machine Learning for Remote Sensing Data Processing. - Devis Tuia; Erzsébet Merényi; Xiuping Jia; Manuel Graña Romay (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2014)

SVM Active Learning Approach for Image Classification Using Spatial Information. - Edoardo Pasolli; Farid Melgani; Devis Tuia; Fabio Pacifici; William J. Emery (IEEE Trans. Geosci. Remote. Sens., 2014)

Automatic Feature Learning for Spatio-Spectral Image Classification With Sparse SVM. - Devis Tuia; Michele Volpi; Mauro Dalla Mura; Alain Rakotomamonjy; Rémi Flamary (IEEE Trans. Geosci. Remote. Sens., 2014)

Semisupervised Manifold Alignment of Multimodal Remote Sensing Images. - Devis Tuia; Michele Volpi; Maxime Trolliet; Gustavo Camps-Valls (IEEE Trans. Geosci. Remote. Sens., 2014)

Explicit Recursive and Adaptive Filtering in Reproducing Kernel Hilbert Spaces. - Devis Tuia; Jordi Muñoz-Marí; José Luis Rojo-Álvarez; Manel Martínez-Ramón; Gustavo Camps-Valls (IEEE Trans. Neural Networks Learn. Syst., 2014)

Weakly supervised alignment of multisensor images. - Diego Marcos Gonzalez; Gustau Camps-Valls; Devis Tuia (IGARSS, 2015)

Large-scale random features for kernel regression. - Valero Laparra; Diego Marcos Gonzalez; Devis Tuia; Gustau Camps-Valls (IGARSS, 2015)

Individual tree segmentation in deciduous forests using geodesic voting. - Matthew Parkan; Devis Tuia (IGARSS, 2015)

To be or not to be convex? A study on regularization in hyperspectral image classification. - Devis Tuia; Rémi Flamary; Michel Barlaud (IGARSS, 2015)

Classification of urban structural types with multisource data and structured models. - Arnaud Poncet Montanges; Gabriele Moser; Hannes Taubenböck; Michael Wurm; Devis Tuia (JURSE, 2015)

Multitemporal classification without new labels: A solution with optimal transport. - Devis Tuia; Rémi Flamary; Alain Rakotomamonjy; Nicolas Courty (MultiTemp, 2015)

Kernel Manifold Alignment. - Devis Tuia; Gustau Camps-Valls (CoRR, 2015)

Semisupervised Classification of Remote Sensing Images With Hierarchical Spatial Similarity. - Lian-Zhi Huo; Ping Tang; Zheng Zhang 021; Devis Tuia (IEEE Geosci. Remote. Sens. Lett., 2015)

Multimodal Classification of Remote Sensing Images: A Review and Future Directions. - Luis Gómez-Chova; Devis Tuia; Gabriele Moser; Gustau Camps-Valls (Proc. IEEE, 2015)

Cluster validity measure and merging system for hierarchical clustering considering outliers. - Frank de Morsier; Devis Tuia; Maurice Borgeaud; Volker Gass; Jean-Philippe Thiran (Pattern Recognit., 2015)

Processing of Multiresolution Thermal Hyperspectral and Digital Color Data: Outcome of the 2014 IEEE GRSS Data Fusion Contest. - Wenzhi Liao; Xin Huang 002; Frieke Van Coillie; Sidharta Gautama; Aleksandra Pizurica; Wilfried Philips; Hui Liu; Tingting Zhu 004; Michal Shimoni; Gabriele Moser; Devis Tuia (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2015)

Joining a Discrete Radiative Transfer Model and a Kernel Retrieval Algorithm for Soil Moisture Estimation From SAR Data. - Jelena Stamenkovic; Paolo Ferrazzoli; Leila Guerriero; Devis Tuia; Jean-Philippe Thiran (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2015)

Foreword to the Special Issue on Hyperspectral Image and Signal Processing. - Devis Tuia; Sebastián López; Michael E. Schaepman; Jocelyn Chanussot (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2015)

Semisupervised Transfer Component Analysis for Domain Adaptation in Remote Sensing Image Classification. - Giona Matasci; Michele Volpi; Mikhail F. Kanevski; Lorenzo Bruzzone; Devis Tuia (IEEE Trans. Geosci. Remote. Sens., 2015)

Geospatial Correspondences for Multimodal Registration. - Diego Marcos; Raffay Hamid; Devis Tuia (CVPR, 2016)

Learning rotation invariant convolutional filters for texture classification. - Diego Marcos; Michele Volpi; Devis Tuia (ICPR, 2016)

Optimal transport for data fusion in remote sensing. - Nicolas Courty; Rémi Flamary; Devis Tuia; Thomas Corpetti (IGARSS, 2016)

Solving structured segmentation of aerial images as puzzles. - Diego Marcos; Michele Volpi; Devis Tuia (IGARSS, 2016)

Getting pixels and regions to agree with conditional random fields. - Devis Tuia; Michele Volpi; Gabriele Moser (IGARSS, 2016)

Semantic labeling of aerial images by learning class-specific object proposals. - Michele Volpi; Devis Tuia (IGARSS, 2016)

Combining Human Computing and Machine Learning to Make Sense of Big (Aerial) Data for Disaster Response. - Ferda Ofli; Patrick Meier; Muhammad Imran 002; Carlos Castillo 001; Devis Tuia; Rey Nicolas; Julien Briant; Pauline M. Rudd; Friedrich Reinhard; Matthew Parkan; Stéphane Joost (Big Data, 2016)

Non-convex regularization in remote sensing. - Devis Tuia; Rémi Flamary; Michel Barlaud (CoRR, 2016)

Multiclass feature learning for hyperspectral image classification: sparse and hierarchical solutions. - Devis Tuia; Rémi Flamary; Nicolas Courty (CoRR, 2016)

Dense semantic labeling of sub-decimeter resolution images with convolutional neural networks. - Michele Volpi; Devis Tuia (CoRR, 2016)

Processing of Extremely High-Resolution LiDAR and RGB Data: Outcome of the 2015 IEEE GRSS Data Fusion Contest-Part A: 2-D Contest. - Manuel Campos-Taberner; Adriana Romero-Soriano; Carlo Gatta; Gustau Camps-Valls; Adrien Lagrange; Bertrand Le Saux; Anne Beaupère; Alexandre Boulch; Adrien Chan-Hon-Tong; Stéphane Herbin; Hicham Randrianarivo; Marin Ferecatu; et al. (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2016)

Foreword to the Special Issue on Urban Remote Sensing. - Devis Tuia; Paolo Gamba; Carsten Jürgens; Derya Maktav (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2016)

Foreword to the Special Issue on "GeoVision: Computer Vision for Geospatial Applications". - Devis Tuia; Jan Dirk Wegner; Clément Mallet; Michael Ying Yang (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2016)

Processing of Extremely High Resolution LiDAR and RGB Data: Outcome of the 2015 IEEE GRSS Data Fusion Contest - Part B: 3-D Contest. - Anh-Vu Vo; Linh Truong-Hong; Debra F. Laefer; Dirk Tiede; Sebastian d'Oleire-Oltmanns; Andrea Baraldi 001; Michal Shimoni; Gabriele Moser; Devis Tuia (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2016)

Kernel Low-Rank and Sparse Graph for Unsupervised and Semi-Supervised Classification of Hyperspectral Images. - Frank de Morsier; Maurice Borgeaud; Volker Gass; Jean-Philippe Thiran; Devis Tuia (IEEE Trans. Geosci. Remote. Sens., 2016)

Nonconvex Regularization in Remote Sensing. - Devis Tuia; Rémi Flamary; Michel Barlaud (IEEE Trans. Geosci. Remote. Sens., 2016)

Discriminative Multiple Kernel Learning for Hyperspectral Image Classification. - Qingwang Wang; Yanfeng Gu; Devis Tuia (IEEE Trans. Geosci. Remote. Sens., 2016)

Rotation Equivariant Vector Field Networks. - Diego Marcos; Michele Volpi; Nikos Komodakis; Devis Tuia (ICCV, 2017)

Fast animal detection in UAV images using convolutional neural networks. - Benjamin Kellenberger; Michele Volpi; Devis Tuia (IGARSS, 2017)

Joint height estimation and semantic labeling of monocular aerial images with CNNS. - Shivangi Srivastava; Michele Volpi; Devis Tuia (IGARSS, 2017)

Post classification smoothing in sub-decimeter resolution images with semi-supervised label propagation. - John E. Vargas-Munoz; Devis Tuia; Jefersson A. dos Santos; Alexandre X. Falcão (IGARSS, 2017)

Beyond the urban mask. - Benjamin Bechtel; Olaf Conrad; Matthias Tamminga; Marie-Leen Verdonck; Frieke Van Coillie; Devis Tuia; Matthias Demuzere; Linda See; Patricia Lopes; Cidália Costa Fonte; Yong Xu 002; Chao Ren 004; et al. (JURSE, 2017)

Learning class- and location-specific priors for urban semantic labeling with CNNs. - Benjamin Kellenberger; Michele Volpi; Devis Tuia (JURSE, 2017)

Land use modeling in North Rhine-Westphalia with interaction and scaling laws. - Devis Tuia; Gabriele Moser; Michael Wurm; Hannes Taubenböck (JURSE, 2017)

Towards seamless multi-view scene analysis from satellite to street-level. - Sébastien Lefèvre; Devis Tuia; Jan Dirk Wegner; Timothée Produit; Ahmed Samy Nassar (CoRR, 2017)

Detecting animals in African Savanna with UAVs and the crowds. - Rey Nicolas; Michele Volpi; Stéphane Joost; Devis Tuia (CoRR, 2017)

Deep learning in remote sensing: a review. - Xiao Xiang Zhu 001; Devis Tuia; Lichao Mou; Gui-Song Xia; Liangpei Zhang 001; Feng Xu 001; Friedrich Fraundorfer (CoRR, 2017)

Optimal Transport for Domain Adaptation. - Nicolas Courty; Rémi Flamary; Devis Tuia; Alain Rakotomamonjy (IEEE Trans. Pattern Anal. Mach. Intell., 2017)

Toward Seamless Multiview Scene Analysis From Satellite to Street Level. - Sébastien Lefèvre; Devis Tuia; Jan Dirk Wegner; Timothée Produit; Ahmed Samy Nassar (Proc. IEEE, 2017)

Multitemporal Very High Resolution From Space: Outcome of the 2016 IEEE GRSS Data Fusion Contest. - Lichao Mou; Xiaoxiang Zhu 001; Maria Vakalopoulou; Konstantinos Karantzalos; Nikos Paragios; Bertrand Le Saux; Gabriele Moser; Devis Tuia (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2017)

Dense Semantic Labeling of Subdecimeter Resolution Images With Convolutional Neural Networks. - Michele Volpi; Devis Tuia (IEEE Trans. Geosci. Remote. Sens., 2017)

DeepGlobe 2018: A Challenge to Parse the Earth Through Satellite Images. - Ilke Demir; Krzysztof Koperski; David Lindenbaum; Guan Pang; Jing Huang 020; Saikat Basu; Forest Hughes; Devis Tuia; Ramesh Raskar (CVPR Workshops, 2018)

Learning Deep Structured Active Contours End-to-End. - Diego Marcos; Devis Tuia; Benjamin Kellenberger; Lisa Zhang; Min Bai; Renjie Liao; Raquel Urtasun (CVPR, 2018)

DeepJDOT: Deep Joint Distribution Optimal Transport for Unsupervised Domain Adaptation. - Bharath Bhushan Damodaran; Benjamin Kellenberger; Rémi Flamary; Devis Tuia; Nicolas Courty (ECCV (4), 2018)

Multilabel Building Functions Classification from Ground Pictures using Convolutional Neural Networks. - Shivangi Srivastava; John E. Vargas-Muñoz; David Swinkels; Devis Tuia (GeoAI@SIGSPATIAL, 2018)

Detecting Animals in Repeated UAV Image Acquisitions by Matching CNN Activations with Optimal Transport. - Benjamin Kellenberger; Diego Marcos; Nicolas Courty; Devis Tuia (IGARSS, 2018)

Improving Maps from CNNs Trained with Sparse, Scribbled Ground Truths Using Fully Connected CRFs. - Luca Maggiolo; Diego Marcos; Gabriele Moser; Devis Tuia (IGARSS, 2018)

Discovering Temporal Patterns of Air Quality in Different Parts of Europe with Data Driven Feature Extraction. - Andrea Marinoni; Paolo Gamba; Daniele De Vecchi; Devis Tuia (IGARSS, 2018)

A Deep Network Approach to Multitemporal Cloud Detection. - Devis Tuia; Benjamin Kellenberger; Adrián Pérez-Suay; Gustau Camps-Valls (IGARSS, 2018)

Correcting Misaligned Rural Building Annotations in Open Street Map Using Convolutional Neural Networks Evidence. - John E. Vargas-Munoz; Diego Marcos; Sylvain Lobry; Jefersson A. dos Santos; Alexandre X. Falcão; Devis Tuia (IGARSS, 2018)

Best Practices to Train Deep Models on Imbalanced Datasets - A Case Study on Animal Detection in Aerial Imagery. - Benjamin Kellenberger; Diego Marcos; Devis Tuia (ECML/PKDD (3), 2018)

Land cover mapping at very high resolution with rotation equivariant CNNs: towards small yet accurate models. - Diego Marcos; Michele Volpi; Benjamin Kellenberger; Devis Tuia (CoRR, 2018)

Detecting Mammals in UAV Images: Best Practices to address a substantially Imbalanced Dataset with Deep Learning. - Benjamin Kellenberger; Diego Marcos; Devis Tuia (CoRR, 2018)

Change Detection between Multimodal Remote Sensing Data Using Siamese CNN. - Zhenchao Zhang 001; George Vosselman; Markus Gerke; Devis Tuia; Michael Ying Yang (CoRR, 2018)

Scale equivariance in CNNs with vector fields. - Diego Marcos; Benjamin Kellenberger; Sylvain Lobry; Devis Tuia (CoRR, 2018)

Deep multi-task learning for a geographically-regularized semantic segmentation of aerial images. - Michele Volpi; Devis Tuia (CoRR, 2018)

Estimating Uncertainty of Point-Cloud Based Single-Tree Segmentation with Ensemble Based Filtering. - Matthew Parkan; Devis Tuia (Remote. Sens., 2018)

Foreword to the Special Issue on Urban Remote Sensing for Smarter Cities. - Prashanth Reddy Marpu; Devis Tuia; Clément Mallet (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2018)

Open Data for Global Multimodal Land Use Classification: Outcome of the 2017 IEEE GRSS Data Fusion Contest. - Naoto Yokoya; Pedram Ghamisi; Junshi Xia; Sergey Sukhanov; Roel Heremans; Ivan Tankoyeu; Benjamin Bechtel; Bertrand Le Saux; Gabriele Moser; Devis Tuia (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2018)

Decision Fusion With Multiple Spatial Supports by Conditional Random Fields. - Devis Tuia; Michele Volpi; Gabriele Moser (IEEE Trans. Geosci. Remote. Sens., 2018)

Optimal Transport for Multi-source Domain Adaptation under Target Shift. - Ievgen Redko; Nicolas Courty; Rémi Flamary; Devis Tuia (AISTATS, 2019)

Adaptive Compression-based Lifelong Learning. - Shivangi Srivastava; Maxim Berman; Matthew B. Blaschko; Devis Tuia (BMVC, 2019)

When a Few Clicks Make All the Difference: Improving Weakly-Supervised Wildlife Detection in UAV Images. - Benjamin Kellenberger; Diego Marcos; Devis Tuia (CVPR Workshops, 2019)

Semantically Interpretable Activation Maps: what-where-how explanations within CNNs. - Diego Marcos; Sylvain Lobry; Devis Tuia (ICCV Workshops, 2019)

Visual Question Answering From Remote Sensing Images. - Sylvain Lobry; Jesse Murray; Diego Marcos; Devis Tuia (IGARSS, 2019)

Zoom In, Zoom Out: Injecting Scale Invariance into Landuse Classification CNNs. - Jesse Murray; Diego Marcos; Devis Tuia (IGARSS, 2019)

Interactive Coconut Tree Annotation Using Feature Space Projections. - John E. Vargas-Muñoz; Ping Zhou; Alexandre X. Falcão; Devis Tuia (IGARSS, 2019)

Deep Learning Models to Count Buildings in High-Resolution Overhead Images. - Sylvain Lobry; Devis Tuia (JURSE, 2019)

Novelty detection in very high resolution urban scenes with Density Forests. - Cyril Wendl; Diego Marcos; Devis Tuia (JURSE, 2019)

Correcting rural building annotations in OpenStreetMap using convolutional neural networks. - John E. Vargas-Muñoz; Sylvain Lobry; Alexandre X. Falcão; Devis Tuia (CoRR, 2019)

Pushing the right boundaries matters! Wasserstein Adversarial Training for Label Noise. - Bharath Bhushan Damodaran; Kilian Fatras; Sylvain Lobry; Rémi Flamary; Devis Tuia; Nicolas Courty (CoRR, 2019)

Understanding urban landuse from the above and ground perspectives: a deep learning, multimodal solution. - Shivangi Srivastava; John E. Vargas-Muñoz; Devis Tuia (CoRR, 2019)

Detecting Building Changes between Airborne Laser Scanning and Photogrammetric Data. - Zhenchao Zhang 001; George Vosselman; Markus Gerke; Claudio Persello; Devis Tuia; Michael Ying Yang (Remote. Sens., 2019)

Nonlinear Feature Normalization for Hyperspectral Domain Adaptation and Mitigation of Nonlinear Effects. - Wolfgang Groß; Devis Tuia; Uwe Soergel; Wolfgang Middelmann (IEEE Trans. Geosci. Remote. Sens., 2019)

Half a Percent of Labels is Enough: Efficient Animal Detection in UAV Imagery Using Deep CNNs and Active Learning. - Benjamin Kellenberger; Diego Marcos; Sylvain Lobry; Devis Tuia (IEEE Trans. Geosci. Remote. Sens., 2019)

Data Fusion Contest 2017 (DFC2017). - Devis Tuia; Gabriele Moser; Bertrand Le Saux; Benjamin Bechtel (IEEE DataPort, 2019)

Data Fusion Contest 2016 (DFC2016). - Devis Tuia; Gabriele Moser; Bertrand Le Saux; Roberto Fabrizi; Sven Cowan (IEEE DataPort, 2019)

Contextual Semantic Interpretability. - Diego Marcos; Ruth Fong; Sylvain Lobry; Rémi Flamary; Nicolas Courty; Devis Tuia (ACCV (4), 2020)

A Whale's Tail - Finding the Right Whale in an Uncertain World. - Diego Marcos; Jana Kierdorf; Ted Cheeseman; Devis Tuia; Ribana Roscher (xxAI@ICML, 2020)

Self-supervised Pre-training Enhances Change Detection in Sentinel-2 Imagery. - Marrit Leenstra; Diego Marcos; Francesca Bovolo; Devis Tuia (ICPR Workshops (7), 2020)

ADVANCING DEEP LEARNING FOR EARTH SCIENCES: FROM HYBRID MODELING TO INTERPRETABILITY. - Gustau Camps-Valls; Markus Reichstein; Xiaoxiang Zhu 001; Devis Tuia (IGARSS, 2020)

Learning Multi-Label Aerial Image Classification Under Label Noise: A Regularization Approach Using Word Embeddings. - Yuansheng Hua; Sylvain Lobry; Lichao Mou; Devis Tuia; Xiao Xiang Zhu 001 (IGARSS, 2020)

Interpretable Scenicness from Sentinel-2 Imagery. - Alex Levering; Diego Marcos; Sylvain Lobry; Devis Tuia (IGARSS, 2020)

OpenStreetMap: Challenges and Opportunities in Machine Learning and Remote Sensing. - John E. Vargas; Shivangi Srivastava; Devis Tuia; Alexandre X. Falcão (CoRR, 2020)

Multi-temporal and multi-source remote sensing image classification by nonlinear relative normalization. - Devis Tuia; Diego Marcos; Gustau Camps-Valls (CoRR, 2020)

Fine-grained landuse characterization using ground-based pictures: a deep learning solution based on globally available data. - Shivangi Srivastava; John E. Vargas-Munoz; Sylvain Lobry; Devis Tuia (Int. J. Geogr. Inf. Sci., 2020)

Concept Discovery for The Interpretation of Landscape Scenicness. - Pim Arendsen; Diego Marcos; Devis Tuia (Mach. Learn. Knowl. Extr., 2020)

Foreword to the Special Issue on Computer Vision-Based Approaches for Earth Observation. - Devis Tuia; Ronny Hänsch; Naoto Yokoya; Myron Brown; Bertrand Le Saux (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2020)

RSVQA: Visual Question Answering for Remote Sensing Data. - Sylvain Lobry; Diego Marcos; Jesse Murray; Devis Tuia (IEEE Trans. Geosci. Remote. Sens., 2020)

Unsigned Road Incidents. - Alex Levering; Martin Tomko; Devis Tuia; Kourosh Khoshelham (Zenodo, 2020)

Cross-Modal Learning of Housing Quality in Amsterdam. - Alex Levering; Diego Marcos; Ilan Havinga; Devis Tuia (GeoAI@SIGSPATIAL, 2021)

Self-Supervised Pretraining and Controlled Augmentation Improve Rare Wildlife Recognition in UAV Images. - Xiaochen Zheng; Benjamin Kellenberger; Rui Gong; Irena Hajnsek; Devis Tuia (ICCVW, 2021)

Geo-Data for Mapping Scenic Beauty: Exploring the Potential of Remote Sensing and Social Media. - Ilan Havinga; Diego Marcos; Patrick W. Bogaart; Lars Hein; Devis Tuia (IGARSS, 2021)

Liveability from Above: Understanding Quality of Life with Overhead Imagery and Deep Neural Networks. - Alex Levering; Diego Marcos; Devis Tuia (IGARSS, 2021)

RSVQA Meets Bigearthnet: A New, Large-Scale, Visual Question Answering Dataset for Remote Sensing. - Sylvain Lobry; Begüm Demir; Devis Tuia (IGARSS, 2021)

How to find a good image-text embedding for remote sensing visual question answering? - Christel Chappuis; Sylvain Lobry; Benjamin Kellenberger; Bertrand Le Saux; Devis Tuia (MACLEAN@PKDD/ECML, 2021)

Towards a Collective Agenda on AI for Earth Science Data Analysis. - Devis Tuia; Ribana Roscher; Jan Dirk Wegner; Nathan Jacobs; Xiao Xiang Zhu 001; Gustau Camps-Valls (CoRR, 2021)

Recent Advances in Domain Adaptation for the Classification of Remote Sensing Data. - Devis Tuia; Claudio Persello; Lorenzo Bruzzone (CoRR, 2021)

Mapping Vulnerable Populations with AI. - Benjamin Kellenberger; John E. Vargas-Muñoz; Devis Tuia; Rodrigo Caye Daudt; Konrad Schindler; Thao T.-T. Whelan; Brenda Ayo; Ferda Ofli; Muhammad Imran 002 (CoRR, 2021)

Seeing biodiversity: perspectives in machine learning for wildlife conservation. - 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; et al. (CoRR, 2021)

Deep Learning and Earth Observation to Support the Sustainable Development Goals. - Claudio Persello; Jan Dirk Wegner; Ronny Hänsch; Devis Tuia; Pedram Ghamisi; Mila Koeva; Gustau Camps-Valls (CoRR, 2021)

Deploying machine learning to assist digital humanitarians: making image annotation in OpenStreetMap more efficient. - John E. Vargas-Muñoz; Devis Tuia; Alexandre X. Falcão (Int. J. Geogr. Inf. Sci., 2021)

Detecting Unsigned Physical Road Incidents From Driver-View Images. - Alex Levering; Martin Tomko; Devis Tuia; Kourosh Khoshelham (IEEE Trans. Intell. Veh., 2021)

Estimating quality of life dimensions from urban spatial pattern metrics. - Marta Sapena; Michael Wurm; Hannes Taubenböck; Devis Tuia; Luis Ángel Ruiz Fernández (Comput. Environ. Urban Syst., 2021)

RSVQAxBEN. - Sylvain Lobry; Begüm Demir; Devis Tuia (Zenodo, 2021)

RSVQAxBEN. - Sylvain Lobry; Begüm Demir; Devis Tuia (Zenodo, 2021)

Knowledge-Aware Cross-Modal Text-Image Retrieval for Remote Sensing Images. - Li Mi; Siran Li; Christel Chappuis; Devis Tuia (CDCEO@IJCAI, 2022)

Block Label Swap for Species Distribution Modelling. - Benjamin Kellenberger; Devis Tuia (CLEF (Working Notes), 2022)

Prompt-RSVQA: Prompting visual context to a language model for Remote Sensing Visual Question Answering. - Christel Chappuis; Valérie Zermatten; Sylvain Lobry; Bertrand Le Saux; Devis Tuia (CVPR Workshops, 2022)

Remote sensing visual question answering with a self-attention multi-modal encoder. - João Daniel Silva; João Magalhães; Devis Tuia; Bruno Martins 001 (GeoAI@SIGSPATIAL, 2022)

Language Transformers for Remote Sensing Visual Question Answering. - Christel Chappuis; Vincent Mendez; Eliot Walt; Sylvain Lobry; Bertrand Le Saux; Devis Tuia (IGARSS, 2022)

Training Techniques for Presence-Only Habitat Suitability Mapping with Deep Learning. - Benjamin Kellenberger; Elijah Cole; Diego Marcos; Devis Tuia (IGARSS, 2022)

Humans are Poor Few-Shot Classifiers for Sentinel-2 Land Cover. - Marc Rußwurm; Sherrie Wang; Devis Tuia (IGARSS, 2022)

Towards Efficient Correction of Coconut Tree Detection Errors. - John E. Vargas-Muñoz; Diego Schibli; Devis Tuia (IGARSS, 2022)

Geo-Information Harvesting from Social Media Data. - Xiao Xiang Zhu 001; Yuanyuan Wang 002; Mrinalini Kochupillai; Martin Werner 005; Matthias Häberle; Eike Jens Hoffmann; Hannes Taubenböck; Devis Tuia; Alex Levering; Nathan Jacobs; Anna M. Kruspe; Karam Abdulahhad (CoRR, 2022)

Fine-grained Population Mapping from Coarse Census Counts and Open Geodata. - Nando Metzger; John E. Vargas-Muñoz; Rodrigo Caye Daudt; Benjamin Kellenberger; Thao Ton-That Whelan; Ferda Ofli; Muhammad Imran 002; Konrad Schindler; Devis Tuia (CoRR, 2022)

Semantic Segmentation of Remote Sensing Images With Sparse Annotations. - Yuansheng Hua; Diego Marcos; Lichao Mou; Xiao Xiang Zhu 001; Devis Tuia (IEEE Geosci. Remote. Sens. Lett., 2022)

Wasserstein Adversarial Regularization for Learning With Label Noise. - Kilian Fatras; Bharath Bhushan Damodaran; Sylvain Lobry; Rémi Flamary; Devis Tuia; Nicolas Courty (IEEE Trans. Pattern Anal. Mach. Intell., 2022)

A Semisupervised CRF Model for CNN-Based Semantic Segmentation With Sparse Ground Truth. - Luca Maggiolo; Diego Marcos; Gabriele Moser; Sebastiano B. Serpico; Devis Tuia (IEEE Trans. Geosci. Remote. Sens., 2022)

deSpeckNet: Generalizing Deep Learning-Based SAR Image Despeckling. - Adugna G. Mullissa; Diego Marcos; Devis Tuia; Martin Herold 001; Johannes Reiche (IEEE Trans. Geosci. Remote. Sens., 2022)

Attribute Prediction as Multiple Instance Learning. - Diego Marcos; Aike Potze; Wenjia Xu; Devis Tuia; Zeynep Akata (Trans. Mach. Learn. Res., 2022)

Remote Sensing VQA - Low Resolution (RSVQA LR). - Sylvain Lobry; Diego Marcos; Jesse Murray; Devis Tuia (Zenodo, 2022)

Remote Sensing VQA - High Resolution (RSVQA HR). - Sylvain Lobry; Diego Marcos; Jesse Murray; Devis Tuia (Zenodo, 2022)

Multi-task prompt-RSVQA to explicitly count objects on aerial images. - Christel Chappuis; Charlotte Sertic; Nicola Santacroce; Javiera Castillo Navarro; Sylvain Lobry; Bertrand Le Saux; Devis Tuia (BMVC Workshop, 2023)

Semi-Supervised Deep Learning Representations in Earth Observation Based Forest Management. - Oleg Antropov; Matthieu Molinier; Ridvan Salih Kuzu; Lloyd H. Hughes; Marc Rußwurm; Devis Tuia; Corneliu Octavian Dumitru; Shaojia Ge; Sudipan Saha; Xiao Xiang Zhu 001 (IGARSS, 2023)

Improving Few-Shot Object Detection with Object Part Proposals. - Arthur Chevalley; Ciprian Tomoiaga; Marcin Detyniecki; Marc Rußwurm; Devis Tuia (IGARSS, 2023)

Classification of Tropical Deforestation Drivers with Machine Learning and Satellite Image Time Series. - Jan Pisl; Lloyd Haydn Hughes; Marc Rußwurm; Devis Tuia (IGARSS, 2023)

Detection of Settlements in Tanzania and Mozambique by Many Regional Few-Shot Models. - Marc Rußwurm; Lloyd Haydn Hughes; Giorgio Pasquali; Corneliu Octavian Dumitru; Devis Tuia (IGARSS, 2023)

Text as a Richer Source of Supervision in Semantic Segmentation Tasks. - Valérie Zermatten; Javiera Castillo Navarro; Lloyd Hughes; Tobias Kellenberger; Devis Tuia (IGARSS, 2023)

Time Series Analysis of Urban Liveability. - Alex Levering; Diego Marcos; Devis Tuia (JURSE, 2023)

Revisiting Evaluation Metrics for Semantic Segmentation: Optimization and Evaluation of Fine-grained Intersection over Union. - Zifu Wang; Maxim Berman; Amal Rannen-Triki; Philip H. S. Torr; Devis Tuia; Tinne Tuytelaars; Luc Van Gool; Jiaqian Yu; Matthew B. Blaschko (NeurIPS, 2023)

Artificial intelligence to advance Earth observation: a perspective. - Devis Tuia; Konrad Schindler; Begüm Demir; Gustau Camps-Valls; Xiao Xiang Zhu 001; Mrinalini Kochupillai; Saso Dzeroski; Jan N. van Rijn; Holger H. Hoos; Fabio Del Frate; Mihai Datcu; Jorge-Arnulfo Quiané-Ruiz; et al. (CoRR, 2023)

Large-scale Detection of Marine Debris in Coastal Areas with Sentinel-2. - Marc Rußwurm; Sushen Jilla Venkatesa; Devis Tuia (CoRR, 2023)

From Classification to Segmentation with Explainable AI: A Study on Crack Detection and Growth Monitoring. - Florent Forest; Hugo Porta; Devis Tuia; Olga Fink (CoRR, 2023)

Scalable Semantic 3D Mapping of Coral Reefs with Deep Learning. - Jonathan Sauder; Guilhem Banc-Prandi; Anders Meibom; Devis Tuia (CoRR, 2023)

High-resolution Population Maps Derived from Sentinel-1 and Sentinel-2. - Nando Metzger; Rodrigo Caye Daudt; Devis Tuia; Konrad Schindler (CoRR, 2023)

The curse of language biases in remote sensing VQA: the role of spatial attributes, language diversity, and the need for clear evaluation. - Christel Chappuis; Eliot Walt; Vincent Mendez; Sylvain Lobry; Bertrand Le Saux; Devis Tuia (CoRR, 2023)

Data-Centric Machine Learning for Geospatial Remote Sensing Data. - Ribana Roscher; Marc Rußwurm; Caroline Gevaert; Michael Kampffmeyer; Jefersson A. dos Santos; Maria Vakalopoulou; Ronny Hänsch; Stine Hansen; Keiller Nogueira; Jonathan Prexl; Devis Tuia (CoRR, 2023)

GeoAI as Collaborative Effort. - Kai-Florian Richter; Simon Scheider; Devis Tuia (Künstliche Intell., 2023)

Datasets for "Where the White Continent is blue: deep learning locates bare ice in Antarctica". - Veronica Tollenaar; Harry Zekollari; Frank Pattyn; Marc Rußwurm; Benjamin Kellenberger; Stef Lhermitte; Maaike Izeboud; Devis Tuia (Zenodo, 2023)

ConVQG: Contrastive Visual Question Generation with Multimodal Guidance. - Li Mi; Syrielle Montariol; Javiera Castillo Navarro; Xianjie Dai; Antoine Bosselut; Devis Tuia (AAAI, 2024)

POLO - Point-Based, Multi-class Animal Detection. - Giacomo May; Emanuele Dalsasso; Benjamin Kellenberger; Devis Tuia (ECCV Workshops (2), 2024)

ConGeo: Robust Cross-View Geo-Localization Across Ground View Variations. - Li Mi; Chang Xu; Javiera Castillo-Navarro; Syrielle Montariol; Wen Yang 001; Antoine Bosselut; Devis Tuia (ECCV (14), 2024)

Self-Supervised Underwater Caustics Removal and Descattering via Deep Monocular SLAM. - Jonathan Sauder; Devis Tuia (ECCV (84), 2024)

Semantic Segmentation of Benthic Classes in Reef Environments Using a Large Vision Transformer. - Charlotte Sertic; Jonathan Sauder; Devis Tuia (ECCV Workshops (2), 2024)

Multi-scale and Multimodal Species Distribution Modeling. - Nina Van Tiel; Robin Zbinden; Emanuele Dalsasso; Benjamin Kellenberger; Loïc Pellissier; Devis Tuia (ECCV Workshops (2), 2024)

MaskSDM: Adaptive Species Distribution Modeling Through Data Masking. - Robin Zbinden; Nina Van Tiel; Gencer Sumbul; Benjamin Kellenberger; Devis Tuia (ECCV Workshops (2), 2024)

Multilingual Vision-Language Pre-training for the Remote Sensing Domain. - João Daniel Silva; João Magalhães; Devis Tuia; Bruno Martins 001 (SIGSPATIAL/GIS, 2024)

Geographic Location Encoding with Spherical Harmonics and Sinusoidal Representation Networks. - Marc Rußwurm; Konstantin Klemmer; Esther Rolf; Robin Zbinden; Devis Tuia (ICLR, 2024)

Knowledge-Aware Visual Question Generation for Remote Sensing Images. - Siran Li; Li Mi; Javiera Castillo-Navarro; Devis Tuia (IGARSS, 2024)

Semantic Segmentation of Coffee Plantations from Sentinel-2 Time Series. - Jan Pisl; Gaston Lenczner; Devis Tuia; Frank de Morsier (IGARSS, 2024)

Training Visual Language Models with Object Detection: Grounded Change Descriptions in Satellite Images. - João Luis Prado; Syrielle Montariol; Javiera Castillo-Navarro; Devis Tuia; Antoine Bosselut (IGARSS, 2024)

Estimating Fine-Grained Population Growth Rates from Coarse Census Data. - John E. Vargas-Muñoz; Nando Metzger; Rodrigo Caye Daudt; Konrad Schindler; Devis Tuia (IGARSS, 2024)

Large Language Models for Captioning and Retrieving Remote Sensing Images. - João Daniel Silva; João Magalhães; Devis Tuia; Bruno Martins 001 (CoRR, 2024)

Imbalance-aware Presence-only Loss Function for Species Distribution Modeling. - Robin Zbinden; Nina Van Tiel; Marc Rußwurm; Devis Tuia (CoRR, 2024)

Cross-Modal Learning of Housing Quality in Amsterdam. - Alex Levering; Diego Marcos; Devis Tuia (CoRR, 2024)

Could ChatGPT get an Engineering Degree? Evaluating Higher Education Vulnerability to AI Assistants. - Beatriz Borges; Negar Foroutan; Deniz Bayazit; Anna Sotnikova; Syrielle Montariol; Tanya Nazaretzky; Mohammadreza Banaei; Alireza Sakhaeirad; Philippe Servant; Seyed Parsa Neshaei; Jibril Frej; Angelika Romanou; et al. (CoRR, 2024)

On the selection and effectiveness of pseudo-absences for species distribution modeling with deep learning. - Robin Zbinden; Nina Van Tiel; Benjamin Kellenberger; Lloyd Hughes; Devis Tuia (Ecol. Informatics, 2024)

Land Cover Mapping From Multiple Complementary Experts Under Heavy Class Imbalance. - Valérie Zermatten; Xiaolong Lu; Javiera Castillo-Navarro; Tobias Kellenberger; Devis Tuia (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2024)

Knowledge-Aware Text-Image Retrieval for Remote Sensing Images. - Li Mi; Xianjie Dai; Javiera Castillo-Navarro; Devis Tuia (IEEE Trans. Geosci. Remote. Sens., 2024)

WildCLIP: Scene and animal attribute retrieval from camera trap data with domain-adapted vision-language models. - Valentin Gabeff; Marc Rußwurm; Devis Tuia; Alexander Mathis (Zenodo, 2024)

Datasets for "Where the White Continent is blue: deep learning locates bare ice in Antarctica". - Veronica Tollenaar; Harry Zekollari; Frank Pattyn; Marc Rußwurm; Benjamin Kellenberger; Stef Lhermitte; Maaike Izeboud; Devis Tuia (Zenodo, 2024)

Code for "Where the White Continent is blue: deep learning locates bare ice in Antarctica". - Veronica Tollenaar; Harry Zekollari; Frank Pattyn; Marc Rußwurm; Benjamin Kellenberger; Stef Lhermitte; Maaike Izeboud; Devis Tuia (Zenodo, 2024)

Data for Paper "Scalable Semantic 3D Mapping of Coral Reefs with Deep Learning". - Devis Tuia; Jonathan Sauder; Anders Meibom; Guilhem Banc-Prandi (Zenodo, 2024)

SDM results for 10,590 tree species from "Regional uniqueness of tree species composition and response to forest loss and climate change". - Nina Van Tiel; Fabian Fopp; Philipp Brun; Johan van den Hoogen; Dirk Nikolaus Karger; Cecilia Maria Casadei; Lisha Lyu; Devis Tuia; Niklaus E. Zimmermann; Thomas Ward Crowther; Loïc Pellissier (Zenodo, 2024)

WildCLIP: Scene and animal attribute retrieval from camera trap data with domain-adapted vision-language models. - Valentin Gabeff; Marc Rußwurm; Devis Tuia; Alexander Mathis (Zenodo, 2024)

SDM results for 10,590 tree species from "Regional uniqueness of tree species composition and response to forest loss and climate change". - Nina Van Tiel; Fabian Fopp; Philipp Brun; Johan van den Hoogen; Dirk Nikolaus Karger; Cecilia Maria Casadei; Lisha Lyu; Devis Tuia; Niklaus E. Zimmermann; Thomas Ward Crowther; Loïc Pellissier (Zenodo, 2024)

Landscape scenicness prompts. - Alex Levering; Diego Marcos; Nathan Jacobs; Devis Tuia (Zenodo, 2024)

WildCLIP: Scene and Animal Attribute Retrieval from Camera Trap Data with Domain-Adapted Vision-Language Models. - Valentin Gabeff; Marc Rußwurm; Devis Tuia; Alexander Mathis (Int. J. Comput. Vis., 2024)

PAN-RSVQA: Vision Foundation Models as Pseudo-ANnotators for Remote Sensing Visual Question Answering. - Christel Chappuis; Gencer Sümbül; Syrielle Montariol; Sylvain Lobry; Devis Tuia (CVPR Workshops, 2025)

MammAlps: A Multi-view Video Behavior Monitoring Dataset of Wild Mammals in the Swiss Alps. - Valentin Gabeff; Haozhe Qi; Brendan Flaherty; Gencer Sumbul; Alexander Mathis; Devis Tuia (CVPR, 2025)

EcoWikiRS: Learning Ecological Representation of Satellite Images from Weak Supervision with Species Observations and Wikipedia. - Valérie Zermatten; Javiera Castillo-Navarro; Pallavi Jain 004; Devis Tuia; Diego Marcos (CVPR Workshops, 2025)

What to align in multimodal contrastive learning? - Benoit Dufumier; Javiera Castillo Navarro; Devis Tuia; Jean-Philippe Thiran (ICLR, 2025)

Self-supervised Change Detection via Cooperative Learning: A Two-Player Model. - Manon Béchaz; Emanuele Dalsasso; Ciprian Tomoiaga; Marcin Detyniecki; Devis Tuia (JURSE, 2025)

Multi-Scale Grouped Prototypes for Interpretable Semantic Segmentation. - Hugo Porta; Emanuele Dalsasso; Diego Marcos; Devis Tuia (WACV, 2025)

Active learning and margin strategies for arrhythmia classification in implantable devices. - José María Lillo-Castellano; Inmaculada Mora-Jiménez; María Martín-Méndez; Laia Cerdá; Arcadi García-Alberola; José Luis Rojo-Álvarez; Devis Tuia (Comput. Biol. Medicine, 2025)

How to minimize the annotation effort in aerial wildlife surveys. - Giacomo May; Emanuele Dalsasso; Alexandre Delplanque; Benjamin Kellenberger; Devis Tuia (Ecol. Informatics, 2025)

MaskSDM with Shapley values to improve flexibility, robustness, and explainability in species distribution modeling. - Robin Zbinden; Nina Van Tiel; Gencer Sumbul; Chiara Vanalli; Benjamin Kellenberger; Devis Tuia (CoRR, 2025)

The Coralscapes Dataset: Semantic Scene Understanding in Coral Reefs. - Jonathan Sauder; Viktor Domazetoski; Guilhem Banc-Prandi; Gabriela Perna; Anders Meibom; Devis Tuia (CoRR, 2025)

CanadaFireSat: Toward high-resolution wildfire forecasting with multiple modalities. - Hugo Porta; Emanuele Dalsasso; Jessica L. McCarty; Devis Tuia (CoRR, 2025)

Retrieval of Surface Solar Radiation through Implicit Albedo Recovery from Temporal Context. - Yael Frischholz; Devis Tuia; Michael Lehning (CoRR, 2025)

SMARTIES: Spectrum-Aware Multi-Sensor Auto-Encoder for Remote Sensing Images. - Gencer Sumbul; Chang Xu; Emanuele Dalsasso; Devis Tuia (CoRR, 2025)

GeoExplorer: Active Geo-localization with Curiosity-Driven Exploration. - Li Mi; Manon Béchaz; Zeming Chen 001; Antoine Bosselut; Devis Tuia (CoRR, 2025)

TRUST: Leveraging Text Robustness for Unsupervised Domain Adaptation. - Mattia Litrico; Mario Valerio Giuffrida; Sebastiano Battiato; Devis Tuia (CoRR, 2025)

CISO: Species Distribution Modeling Conditioned on Incomplete Species Observations. - Hager Radi Abdelwahed; Mélisande Teng; Robin Zbinden; Laura Pollock; Hugo Larochelle; Devis Tuia; David Rolnick (CoRR, 2025)

Checkmate: interpretable and explainable RSVQA is the endgame. - Lucrezia Tosato; Christel Chappuis; Syrielle Montariol; Flora Weissgerber; Sylvain Lobry; Devis Tuia (CoRR, 2025)