Rodrigo Caye Daudt

According to our database, Rodrigo Caye Daudt authored at least 26 papers between 2018 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Recognition of Unseen Bird Species by Learning from Field Guides.

Andrés C. Rodríguez, Stefano D'Aronco, Rodrigo Caye Daudt, Jan D. Wegner, Konrad Schindler

Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision, 2024

Estimating Fine-Grained Population Growth Rates from Coarse Census Data.

John E. Vargas-Muñoz, Nando Metzger, Rodrigo Caye Daudt, Konrad Schindler, Devis Tuia

Proceedings of the IGARSS 2024, 2024

Repurposing Diffusion-Based Image Generators for Monocular Depth Estimation.

Bingxin Ke, Anton Obukhov, Shengyu Huang, Nando Metzger, Rodrigo Caye Daudt, Konrad Schindler

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024

2023

Weakly supervised change detection using guided anisotropic diffusion.

Rodrigo Caye Daudt, Bertrand Le Saux, Alexandre Boulch, Yann Gousseau

Mach. Learn., June, 2023

Neural Fields with Thermal Activations for Arbitrary-Scale Super-Resolution.

Alexander Becker, Rodrigo Caye Daudt, Nando Metzger, Jan Dirk Wegner, Konrad Schindler

CoRR, 2023

High-resolution Population Maps Derived from Sentinel-1 and Sentinel-2.

Nando Metzger, Rodrigo Caye Daudt, Devis Tuia, Konrad Schindler

CoRR, 2023

Automatic Image Compositing and Snow Segmentation for Alpine Snow Cover Monitoring.

Janik Baumer, Nando Metzger, Elisabeth D. Hafner, Rodrigo Caye Daudt, Jan Dirk Wegner, Konrad Schindler

Proceedings of the 10th IEEE Swiss Conference on Data Science, 2023

Guided Depth Super-Resolution by Deep Anisotropic Diffusion.

Nando Metzger, Rodrigo Caye Daudt, Konrad Schindler

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

BiasBed - Rigorous Texture Bias Evaluation.

Nikolai Kalischek, Rodrigo Caye Daudt, Torben Peters, Reinhard Furrer, Jan D. Wegner, Konrad Schindler

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

2022

HRSCD - High Resolution Semantic Change Detection Dataset.

Rodrigo Caye Daudt, Bertrand Le Saux, Alexandre Boulch, Yann Gousseau

Dataset, December, 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, Konrad Schindler, Devis Tuia

CoRR, 2022

Satellite-based high-resolution maps of cocoa planted area for Côte d'Ivoire and Ghana.

Nikolai Kalischek, Nico Lang, Cécile Renier, Rodrigo Caye Daudt, Thomas Addoah, William Thompson, Wilma J. Blaser-Hart, Rachael Garrett, Konrad Schindler, Jan D. Wegner

CoRR, 2022

Zero-Shot Bird Species Recognition by Learning from Field Guides.

Andrés C. Rodríguez, Stefano D'Aronco, Rodrigo Caye Daudt, Jan D. Wegner, Konrad Schindler

CoRR, 2022

FiLM-Ensemble: Probabilistic Deep Learning via Feature-wise Linear Modulation.

Mehmet Ozgur Turkoglu, Alexander Becker, Hüseyin Anil Gündüz, Mina Rezaei, Bernd Bischl, Rodrigo Caye Daudt, Stefano D'Aronco, Jan D. Wegner, Konrad Schindler

Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022

2021

Robust Damage Estimation of Typhoon Goni on Coconut Crops with Sentinel-2 Imagery.

Andrés C. Rodríguez, Rodrigo Caye Daudt, Stefano D'Aronco, Konrad Schindler, Jan D. Wegner

Dataset, October, 2021

Robust Damage Estimation of Typhoon Goni on Coconut Crops with Sentinel-2 Imagery.

Andrés C. Rodríguez, Rodrigo Caye Daudt, Stefano D'Aronco, Konrad Schindler, Jan D. Wegner

Remote. Sens., 2021

Weakly Supervised Change Detection Using Guided Anisotropic Difusion.

Rodrigo Caye Daudt, Bertrand Le Saux, Alexandre Boulch, Yann Gousseau

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

CoRR, 2021

2020

OSCD - Onera Satellite Change Detection.

Rodrigo Caye Daudt, Bertrand Le Saux, Alexandre Boulch, Yann Gousseau

Dataset, June, 2020

Convolutional neural networks for change analysis in earth observation images with noisy labels and domain shifts. (Réseaux de neurones convolutifs pour l'analyse de changements en imagerie de télédétection avec des annotations bruitées et des décalages de domaine).

Rodrigo Caye Daudt

PhD thesis, 2020

2019

Multitask learning for large-scale semantic change detection.

Rodrigo Caye Daudt, Bertrand Le Saux, Alexandre Boulch, Yann Gousseau

Comput. Vis. Image Underst., 2019

Learning to Understand Earth Observation Images with Weak and Unreliable Ground Truth.

Rodrigo Caye Daudt, Adrien Chan-Hon-Tong, Bertrand Le Saux, Alexandre Boulch

Proceedings of the 2019 IEEE International Geoscience and Remote Sensing Symposium, 2019

Guided Anisotropic Diffusion and Iterative Learning for Weakly Supervised Change Detection.

Rodrigo Caye Daudt, Bertrand Le Saux, Alexandre Boulch, Yann Gousseau

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2019

2018

High Resolution Semantic Change Detection.

Rodrigo Caye Daudt, Bertrand Le Saux, Alexandre Boulch, Yann Gousseau

CoRR, 2018

Urban Change Detection for Multispectral Earth Observation Using Convolutional Neural Networks.

Rodrigo Caye Daudt, Bertrand Le Saux, Alexandre Boulch, Yann Gousseau

Proceedings of the 2018 IEEE International Geoscience and Remote Sensing Symposium, 2018

Fully Convolutional Siamese Networks for Change Detection.

Rodrigo Caye Daudt, Bertrand Le Saux, Alexandre Boulch

Proceedings of the 2018 IEEE International Conference on Image Processing, 2018