Tuia, Devis

28 publications

CVPRW 2025 EcoWikiRS: Learning Ecological Representation of Satellite Images from Weak Supervision with Species Observations and Wikipedia Valérie Zermatten, Javiera Castillo-Navarro, Pallavi Jain, Devis Tuia, Diego Marcos

ICCV 2025 GeoExplorer: Active Geo-Localization with Curiosity-Driven Exploration Li Mi, Manon Béchaz, Zeming Chen, Antoine Bosselut, Devis Tuia

CVPR 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

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

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

ICCV 2025 SMARTIES: Spectrum-Aware Multi-Sensor Auto-Encoder for Remote Sensing Images Gencer Sumbul, Chang Xu, Emanuele Dalsasso, Devis Tuia

ICLR 2025 What to Align in Multimodal Contrastive Learning? Benoit Dufumier, Javiera Castillo Navarro, Devis Tuia, Jean-Philippe Thiran

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

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

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

ECCVW 2024 MaskSDM: Adaptive Species Distribution Modeling Through Data Masking Robin Zbinden, Nina Van Tiel, Gencer Sumbul, Benjamin Kellenberger, Devis Tuia

ECCVW 2024 Multi-Scale and Multimodal Species Distribution Modeling Nina Van Tiel, Robin Zbinden, Emanuele Dalsasso, Benjamin Kellenberger, Loïc Pellissier, Devis Tuia

ECCVW 2024 POLO - Point-Based, Multi-Class Animal Detection Giacomo May, Emanuele Dalsasso, Benjamin Kellenberger, Devis Tuia

ECCV 2024 Self-Supervised Underwater Caustics Removal and Descattering via Deep Monocular SLAM Jonathan Sauder, Devis Tuia

ECCVW 2024 Semantic Segmentation of Benthic Classes in Reef Environments Using a Large Vision Transformer Charlotte Sertic, Jonathan Sauder, Devis Tuia

NeurIPS 2023 Revisiting Evaluation Metrics for Semantic Segmentation: Optimization and Evaluation of Fine-Grained Intersection over Union Zifu Wang, Maxim Berman, Amal Rannen-Triki, Philip Torr, Devis Tuia, Tinne Tuytelaars, Luc V Gool, Jiaqian Yu, Matthew Blaschko

TMLR 2022 Attribute Prediction as Multiple Instance Learning Diego Marcos, Aike Potze, Wenjia Xu, Devis Tuia, Zeynep Akata

NeurIPSW 2022 Instance Norm Improves Meta-Learning in Class-Imbalanced Land Cover Classification Marc Rußwurm, Devis Tuia

CVPRW 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

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

AISTATS 2019 Optimal Transport for Multi-Source Domain Adaptation Under Target Shift Ievgen Redko, Nicolas Courty, Rémi Flamary, Devis Tuia

ICCVW 2019 Semantically Interpretable Activation Maps: What-Where-How Explanations Within CNNs Diego Marcos, Sylvain Lobry, Devis Tuia

CVPRW 2019 When a Few Clicks Make All the Difference: Improving Weakly-Supervised Wildlife Detection in UAV Images Benjamin Kellenberger, Diego Marcos, Devis Tuia

CVPRW 2018 DeepGlobe 2018: A Challenge to Parse the Earth Through Satellite Images Ilke Demir, Krzysztof Koperski, David Lindenbaum, Guan Pang, Jing Huang, Saikat Basu, Forest Hughes, Devis Tuia, Ramesh Raskar

ECCV 2018 DeepJDOT: Deep Joint Distribution Optimal Transport for Unsupervised Domain Adaptation Bharath Bhushan Damodaran, Benjamin Kellenberger, Remi Flamary, Devis Tuia, Nicolas Courty

ICCV 2017 Rotation Equivariant Vector Field Networks Diego Marcos, Michele Volpi, Nikos Komodakis, Devis Tuia

CVPR 2016 Geospatial Correspondences for Multimodal Registration Diego Marcos, Raffay Hamid, Devis Tuia

ECML-PKDD 2014 Domain Adaptation with Regularized Optimal Transport Nicolas Courty, Rémi Flamary, Devis Tuia