Marcos, Diego

19 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

AAAI 2025 Hybrid Phenology Modeling for Predicting Temperature Effects on Tree Dormancy Ron van Bree, Diego Marcos, Ioannis N. Athanasiadis

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

WACV 2025 SenCLIP: Enhancing Zero-Shot Land-Use Mapping for Sentinel-2 with Ground-Level Prompting Pallavi Jain, Dino Ienco, Roberto Interdonato, Tristan Berchoux, Diego Marcos

NeurIPS 2024 Coarse-to-Fine Concept Bottleneck Models Konstantinos P. Panousis, Dino Ienco, Diego Marcos

CVPRW 2024 Contrastive Pretraining for Visual Concept Explanations of Socioeconomic Outcomes Ivica Obadic, Alex Levering, Lars Pennig, Dário A. B. Oliveira, Diego Marcos, Xiaoxiang Zhu

NeurIPS 2024 GeoPlant: Spatial Plant Species Prediction Dataset Lukas Picek, Christophe Botella, Maximilien Servajean, César Leblanc, Rémi Palard, Théo Larcher, Benjamin Deneu, Diego Marcos, Pierre Bonnet, Alexis Joly

ECCV 2024 PDiscoFormer: Relaxing Part Discovery Constraints with Vision Transformers Ananthu Aniraj, Cassio F. Dantas, Dino Ienco, Diego Marcos

ECML-PKDD 2023 Counterfactual Explanations for Remote Sensing Time Series Data: An Application to Land Cover Classification Cássio Fraga Dantas, Thalita F. Drumond, Diego Marcos, Dino Ienco

ICCVW 2023 Masking Strategies for Background Bias Removal in Computer Vision Models Ananthu Aniraj, Cássio F. Dantas, Dino Ienco, Diego Marcos

ICCV 2023 PDiscoNet: Semantically Consistent Part Discovery for Fine-Grained Recognition Robert van der Klis, Stephan Alaniz, Massimiliano Mancini, Cassio F. Dantas, Dino Ienco, Zeynep Akata, Diego Marcos

ICCVW 2023 Sparse Linear Concept Discovery Models Konstantinos P. Panousis, Dino Ienco, Diego Marcos

ECCV 2022 Abstracting Sketches Through Simple Primitives Stephan Alaniz, Massimiliano Mancini, Anjan Dutta, Diego Marcos, Zeynep Akata

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

CVPR 2021 Learning Decision Trees Recurrently Through Communication Stephan Alaniz, Diego Marcos, Bernt Schiele, Zeynep Akata

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

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