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Diego Marcos
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2020 – today
- 2024
- [c42]Alexis Joly, Lukás Picek, Stefan Kahl, Hervé Goëau, Vincent Espitalier, Christophe Botella, Diego Marcos, Joaquim Estopinan, César Leblanc, Théo Larcher, Milan Sulc, Marek Hrúz, Maximilien Servajean, Hervé Glotin, Robert Planqué, Willem-Pier Vellinga, Holger Klinck, Tom Denton, Ivan Eggel, Pierre Bonnet, Henning Müller:
Overview of LifeCLEF 2024: Challenges on Species Distribution Prediction and Identification. CLEF (2) 2024: 183-207 - [c41]Lukás Picek, Christophe Botella, Maximilien Servajean, César Leblanc, Rémi Palard, Théo Larcher, Benjamin Deneu, Diego Marcos, Joaquim Estopinan, Pierre Bonnet, Alexis Joly:
Overview of GeoLifeCLEF 2024: Species Composition Prediction with High Spatial Resolution at Continental Scale using Remote Sensing. CLEF (Working Notes) 2024: 1966-1977 - [c40]Ivica Obadic, Alex Levering, Lars Pennig, Dário A. B. Oliveira, Diego Marcos, Xiaoxiang Zhu:
Contrastive Pretraining for Visual Concept Explanations of Socioeconomic Outcomes. CVPR Workshops 2024: 575-584 - [c39]Ananthu Aniraj, Cássio Fraga Dantas, Dino Ienco, Diego Marcos:
PDiscoFormer: Relaxing Part Discovery Constraints with Vision Transformers. ECCV (85) 2024: 256-272 - [c38]Alexis Joly, Lukás Picek, Stefan Kahl, Hervé Goëau, Vincent Espitalier, Christophe Botella, Benjamin Deneu, Diego Marcos, Joaquim Estopinan, César Leblanc, Théo Larcher, Milan Sulc, Marek Hrúz, Maximilien Servajean, Jirí Matas, Hervé Glotin, Robert Planqué, Willem-Pier Vellinga, Holger Klinck, Tom Denton, Andrew M. Durso, Ivan Eggel, Pierre Bonnet, Henning Müller:
LifeCLEF 2024 Teaser: Challenges on Species Distribution Prediction and Identification. ECIR (6) 2024: 19-27 - [c37]Pallavi Jain, Diego Marcos, Dino Ienco, Roberto Interdonato, Aayush Dhakal, Nathan Jacobs, Tristan Berchoux:
Aligning Geo-Tagged Clip Representations and Satellite Imagery for Few-Shot Land Use Classification. IGARSS 2024: 319-323 - [i27]Alex Levering, Diego Marcos, Devis Tuia:
Cross-Modal Learning of Housing Quality in Amsterdam. CoRR abs/2403.08915 (2024) - [i26]Ivica Obadic, Alex Levering, Lars Pennig, Dário A. B. Oliveira, Diego Marcos, Xiaoxiang Zhu:
Contrastive Pretraining for Visual Concept Explanations of Socioeconomic Outcomes. CoRR abs/2404.09768 (2024) - [i25]Ananthu Aniraj, Cássio F. Dantas, Dino Ienco, Diego Marcos:
PDiscoFormer: Relaxing Part Discovery Constraints with Vision Transformers. CoRR abs/2407.04538 (2024) - [i24]Lukás Picek, Christophe Botella, Maximilien Servajean, César Leblanc, Rémi Palard, Théo Larcher, Benjamin Deneu, Diego Marcos, Pierre Bonnet, Alexis Joly:
GeoPlant: Spatial Plant Species Prediction Dataset. CoRR abs/2408.13928 (2024) - [i23]Hugo Porta, Emanuele Dalsasso, Diego Marcos, Devis Tuia:
Multi-Scale Grouped Prototypes for Interpretable Semantic Segmentation. CoRR abs/2409.09497 (2024) - [i22]Diego Marcos, Robert van de Vlasakker, Ioannis N. Athanasiadis, Pierre Bonnet, Hervé Goëau, Alexis Joly, W. Daniel Kissling, César Leblanc, André S. J. van Proosdij, Konstantinos P. Panousis:
Fully automatic extraction of morphological traits from the Web: utopia or reality? CoRR abs/2409.17179 (2024) - 2023
- [j8]Dilli R. Paudel, Allard de Wit, Hendrik Boogaard, Diego Marcos, Sjoukje A. Osinga, Ioannis N. Athanasiadis:
Interpretability of deep learning models for crop yield forecasting. Comput. Electron. Agric. 206: 107663 (2023) - [c36]Alexis Joly, Christophe Botella, Lukás Picek, Stefan Kahl, Hervé Goëau, Benjamin Deneu, Diego Marcos, Joaquim Estopinan, César Leblanc, Théo Larcher, Rail Chamidullin, Milan Sulc, Marek Hrúz, Maximilien Servajean, Hervé Glotin, Robert Planqué, Willem-Pier Vellinga, Holger Klinck, Tom Denton, Ivan Eggel, Pierre Bonnet, Henning Müller:
Overview of LifeCLEF 2023: Evaluation of AI Models for the Identification and Prediction of Birds, Plants, Snakes and Fungi. CLEF 2023: 416-439 - [c35]Christophe Botella, Benjamin Deneu, Diego Marcos Gonzalez, Maximilien Servajean, Théo Larcher, César Leblanc, Joaquim Estopinan, Pierre Bonnet, Alexis Joly:
Overview of GeoLifeCLEF 2023: Species Composition Prediction with High Spatial Resolution at Continental Scale Using Remote Sensing. CLEF (Working Notes) 2023: 1954-1971 - [c34]Alexis Joly, Hervé Goëau, Stefan Kahl, Lukás Picek, Christophe Botella, Diego Marcos, Milan Sulc, Marek Hrúz, Titouan Lorieul, Sara Si-Moussi, Maximilien Servajean, Benjamin Kellenberger, Elijah Cole, Andrew Durso, Hervé Glotin, Robert Planqué, Willem-Pier Vellinga, Holger Klinck, Tom Denton, Ivan Eggel, Pierre Bonnet, Henning Müller:
LifeCLEF 2023 Teaser: Species Identification and Prediction Challenges. ECIR (3) 2023: 568-576 - [c33]Robert van der Klis, Stephan Alaniz, Massimiliano Mancini, Cássio Fraga Dantas, Dino Ienco, Zeynep Akata, Diego Marcos:
PDiscoNet: Semantically consistent part discovery for fine-grained recognition. ICCV 2023: 1866-1876 - [c32]Konstantinos P. Panousis, Dino Ienco, Diego Marcos:
Sparse Linear Concept Discovery Models. ICCV (Workshops) 2023: 2759-2763 - [c31]Ananthu Aniraj, Cássio F. Dantas, Dino Ienco, Diego Marcos:
Masking Strategies for Background Bias Removal in Computer Vision Models. ICCV (Workshops) 2023: 4399-4407 - [c30]Alex Levering, Diego Marcos, Devis Tuia:
Time Series Analysis of Urban Liveability. JURSE 2023: 1-4 - [c29]Cássio Fraga Dantas, Thalita F. Drumond, Diego Marcos, Dino Ienco:
Counterfactual Explanations for Remote Sensing Time Series Data: An Application to Land Cover Classification. ECML/PKDD (7) 2023: 20-36 - [i21]Cássio F. Dantas, Diego Marcos, Dino Ienco:
Counterfactual Explanations for Land Cover Mapping in a Multi-class Setting. CoRR abs/2301.01520 (2023) - [i20]Konstantinos P. Panousis, Dino Ienco, Diego Marcos:
Sparse Linear Concept Discovery Models. CoRR abs/2308.10782 (2023) - [i19]Ananthu Aniraj, Cássio Fraga Dantas, Dino Ienco, Diego Marcos:
Masking Strategies for Background Bias Removal in Computer Vision Models. CoRR abs/2308.12127 (2023) - [i18]Alex Levering, Diego Marcos, Devis Tuia:
Time Series Analysis of Urban Liveability. CoRR abs/2309.00594 (2023) - [i17]Robert van der Klis, Stephan Alaniz, Massimiliano Mancini, Cássio F. Dantas, Dino Ienco, Zeynep Akata, Diego Marcos:
PDiscoNet: Semantically consistent part discovery for fine-grained recognition. CoRR abs/2309.03173 (2023) - [i16]Konstantinos P. Panousis, Dino Ienco, Diego Marcos:
Hierarchical Concept Discovery Models: A Concept Pyramid Scheme. CoRR abs/2310.02116 (2023) - 2022
- [j7]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: 1-5 (2022) - [j6]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: 1-15 (2022) - [j5]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: 1-15 (2022) - [j4]Diego Marcos, Aike Potze, Wenjia Xu, Devis Tuia, Zeynep Akata:
Attribute Prediction as Multiple Instance Learning. Trans. Mach. Learn. Res. 2022 (2022) - [c28]Stephan Alaniz, Massimiliano Mancini, Anjan Dutta, Diego Marcos, Zeynep Akata:
Abstracting Sketches Through Simple Primitives. ECCV (29) 2022: 396-412 - [c27]Benjamin Kellenberger, Elijah Cole, Diego Marcos, Devis Tuia:
Training Techniques for Presence-Only Habitat Suitability Mapping with Deep Learning. IGARSS 2022: 5085-5088 - [d2]Sylvain Lobry, Diego Marcos, Jesse Murray, Devis Tuia:
Remote Sensing VQA - Low Resolution (RSVQA LR). Zenodo, 2022 - [d1]Sylvain Lobry, Diego Marcos, Jesse Murray, Devis Tuia:
Remote Sensing VQA - High Resolution (RSVQA HR). Zenodo, 2022 - [i15]Dilli R. Paudel, Diego Marcos, Allard de Wit, Hendrik Boogaard, Ioannis N. Athanasiadis:
A weakly supervised framework for high-resolution crop yield forecasts. CoRR abs/2205.09016 (2022) - [i14]Stephan Alaniz, Massimiliano Mancini, Anjan Dutta, Diego Marcos, Zeynep Akata:
Abstracting Sketches through Simple Primitives. CoRR abs/2207.13543 (2022) - 2021
- [c26]Stephan Alaniz, Diego Marcos, Bernt Schiele, Zeynep Akata:
Learning Decision Trees Recurrently Through Communication. CVPR 2021: 13518-13527 - [c25]Alex Levering, Diego Marcos, Ilan Havinga, Devis Tuia:
Cross-Modal Learning of Housing Quality in Amsterdam. GeoAI@SIGSPATIAL 2021: 1-4 - [c24]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: 188-191 - [c23]Alex Levering, Diego Marcos, Devis Tuia:
Liveability from Above: Understanding Quality of Life with Overhead Imagery and Deep Neural Networks. IGARSS 2021: 2094-2097 - [i13]Yuansheng Hua, Diego Marcos, Lichao Mou, Xiao Xiang Zhu, Devis Tuia:
Semantic Segmentation of Remote Sensing Images with Sparse Annotations. CoRR abs/2101.03492 (2021) - [i12]Marrit Leenstra, Diego Marcos, Francesca Bovolo, Devis Tuia:
Self-supervised pre-training enhances change detection in Sentinel-2 imagery. CoRR abs/2101.08122 (2021) - 2020
- [j3]Pim Arendsen, Diego Marcos, Devis Tuia:
Concept Discovery for The Interpretation of Landscape Scenicness. Mach. Learn. Knowl. Extr. 2(4): 397-413 (2020) - [j2]Sylvain Lobry, Diego Marcos, Jesse Murray, Devis Tuia:
RSVQA: Visual Question Answering for Remote Sensing Data. IEEE Trans. Geosci. Remote. Sens. 58(12): 8555-8566 (2020) - [c22]Diego Marcos, Ruth Fong, Sylvain Lobry, Rémi Flamary, Nicolas Courty, Devis Tuia:
Contextual Semantic Interpretability. ACCV (4) 2020: 351-368 - [c21]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: 297-313 - [c20]Marrit Leenstra, Diego Marcos, Francesca Bovolo, Devis Tuia:
Self-supervised Pre-training Enhances Change Detection in Sentinel-2 Imagery. ICPR Workshops (7) 2020: 578-590 - [c19]Adugna G. Mullissa, Diego Marcos, Martin Herold, Johannes Reiche:
Dual Polarimetric SAR Covariance Matrix Estimation Using Deep Learning. IGARSS 2020: 700-703 - [c18]Alex Levering, Diego Marcos, Sylvain Lobry, Devis Tuia:
Interpretable Scenicness from Sentinel-2 Imagery. IGARSS 2020: 3983-3986 - [i11]Sylvain Lobry, Diego Marcos, Jesse Murray, Devis Tuia:
RSVQA: Visual Question Answering for Remote Sensing Data. CoRR abs/2003.07333 (2020) - [i10]Diego Marcos, Ruth Fong, Sylvain Lobry, Rémi Flamary, Nicolas Courty, Devis Tuia:
Contextual Semantic Interpretability. CoRR abs/2009.08720 (2020) - [i9]Devis Tuia, Diego Marcos, Gustau Camps-Valls:
Multi-temporal and multi-source remote sensing image classification by nonlinear relative normalization. CoRR abs/2012.04469 (2020)
2010 – 2019
- 2019
- [j1]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): 9524-9533 (2019) - [c17]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: 1414-1422 - [c16]Diego Marcos, Sylvain Lobry, Devis Tuia:
Semantically Interpretable Activation Maps: what-where-how explanations within CNNs. ICCV Workshops 2019: 4207-4215 - [c15]Sylvain Lobry, Jesse Murray, Diego Marcos, Devis Tuia:
Visual Question Answering From Remote Sensing Images. IGARSS 2019: 4951-4954 - [c14]Jesse Murray, Diego Marcos, Devis Tuia:
Zoom In, Zoom Out: Injecting Scale Invariance into Landuse Classification CNNs. IGARSS 2019: 5240-5243 - [c13]Cyril Wendl, Diego Marcos, Devis Tuia:
Novelty detection in very high resolution urban scenes with Density Forests. JURSE 2019: 1-4 - [i8]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 abs/1907.07319 (2019) - [i7]Diego Marcos, Sylvain Lobry, Devis Tuia:
Semantically Interpretable Activation Maps: what-where-how explanations within CNNs. CoRR abs/1909.08442 (2019) - 2018
- [c12]Diego Marcos, Devis Tuia, Benjamin Kellenberger, Lisa Zhang, Min Bai, Renjie Liao, Raquel Urtasun:
Learning Deep Structured Active Contours End-to-End. CVPR 2018: 8877-8885 - [c11]John E. Vargas-Munoz, Diego Marcos, Sylvain Lobry, Jefersson A. dos Santos, Alexandre X. Falcão, Devis Tuia:
Correcting Misaligned Rural Building Annotations in Open Street Map Using Convolutional Neural Networks Evidence. IGARSS 2018: 1284-1287 - [c10]Luca Maggiolo, Diego Marcos, Gabriele Moser, Devis Tuia:
Improving Maps from CNNs Trained with Sparse, Scribbled Ground Truths Using Fully Connected CRFs. IGARSS 2018: 2099-2102 - [c9]Benjamin Kellenberger, Diego Marcos, Nicolas Courty, Devis Tuia:
Detecting Animals in Repeated UAV Image Acquisitions by Matching CNN Activations with Optimal Transport. IGARSS 2018: 3643-3646 - [c8]Benjamin Kellenberger, Diego Marcos, Devis Tuia:
Best Practices to Train Deep Models on Imbalanced Datasets - A Case Study on Animal Detection in Aerial Imagery. ECML/PKDD (3) 2018: 630-634 - [i6]Diego Marcos, Michele Volpi, Benjamin Kellenberger, Devis Tuia:
Land cover mapping at very high resolution with rotation equivariant CNNs: towards small yet accurate models. CoRR abs/1803.06253 (2018) - [i5]Diego Marcos, Devis Tuia, Benjamin Kellenberger, Lisa Zhang, Min Bai, Renjie Liao, Raquel Urtasun:
Learning deep structured active contours end-to-end. CoRR abs/1803.06329 (2018) - [i4]Benjamin Kellenberger, Diego Marcos, Devis Tuia:
Detecting Mammals in UAV Images: Best Practices to address a substantially Imbalanced Dataset with Deep Learning. CoRR abs/1806.11368 (2018) - [i3]Diego Marcos, Benjamin Kellenberger, Sylvain Lobry, Devis Tuia:
Scale equivariance in CNNs with vector fields. CoRR abs/1807.11783 (2018) - 2017
- [c7]Diego Marcos, Michele Volpi, Nikos Komodakis, Devis Tuia:
Rotation Equivariant Vector Field Networks. ICCV 2017: 5058-5067 - 2016
- [c6]Diego Marcos, Raffay Hamid, Devis Tuia:
Geospatial Correspondences for Multimodal Registration. CVPR 2016: 5091-5100 - [c5]Diego Marcos, Michele Volpi, Devis Tuia:
Learning rotation invariant convolutional filters for texture classification. ICPR 2016: 2012-2017 - [c4]Diego Marcos, Michele Volpi, Devis Tuia:
Solving structured segmentation of aerial images as puzzles. IGARSS 2016: 3346-3349 - [i2]Diego Marcos, Michele Volpi, Devis Tuia:
Learning rotation invariant convolutional filters for texture classification. CoRR abs/1604.06720 (2016) - [i1]Diego Marcos, Michele Volpi, Nikos Komodakis, Devis Tuia:
Rotation equivariant vector field networks. CoRR abs/1612.09346 (2016) - 2015
- [c3]Valero Laparra, Diego Marcos Gonzalez, Devis Tuia, Gustau Camps-Valls:
Large-scale random features for kernel regression. IGARSS 2015: 17-20 - [c2]Diego Marcos Gonzalez, Gustau Camps-Valls, Devis Tuia:
Weakly supervised alignment of multisensor images. IGARSS 2015: 2588-2591 - 2014
- [c1]Diego Marcos Gonzalez, Frank de Morsier, Giona Matasci, Devis Tuia, Jean-Philippe Thiran:
Hierarchical sparse representation for dictionary-based classification of hyperspectral images. WHISPERS 2014: 1-4
Coauthor Index
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last updated on 2024-12-23 20:33 CET by the dblp team
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