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ORCIDRodrigo Caye Daudt
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2020 – today
- 2024
[c11]Bingxin Ke, Anton Obukhov, Shengyu Huang, Nando Metzger, Rodrigo Caye Daudt, Konrad Schindler:
Repurposing Diffusion-Based Image Generators for Monocular Depth Estimation. CVPR 2024: 9492-9502- [c10]John E. Vargas-Muñoz, Nando Metzger, Rodrigo Caye Daudt, Konrad Schindler, Devis Tuia:
Estimating Fine-Grained Population Growth Rates from Coarse Census Data. IGARSS 2024: 4610-4613 - [c9]Andrés C. Rodríguez, Stefano D'Aronco, Rodrigo Caye Daudt, Jan D. Wegner, Konrad Schindler:
Recognition of Unseen Bird Species by Learning from Field Guides. WACV 2024: 1731-1740 - 2023
- [j3]Rodrigo Caye Daudt
, Bertrand Le Saux, Alexandre Boulch, Yann Gousseau:
Weakly supervised change detection using guided anisotropic diffusion. Mach. Learn. 112(6): 2211-2237 (2023) - [c8]Nando Metzger, Rodrigo Caye Daudt, Konrad Schindler:
Guided Depth Super-Resolution by Deep Anisotropic Diffusion. CVPR 2023: 18237-18246 - [c7]Nikolai Kalischek, Rodrigo Caye Daudt, Torben Peters, Reinhard Furrer, Jan D. Wegner, Konrad Schindler:
BiasBed - Rigorous Texture Bias Evaluation. CVPR 2023: 22221-22230 - [c6]Janik Baumer, Nando Metzger, Elisabeth D. Hafner, Rodrigo Caye Daudt, Jan Dirk Wegner, Konrad Schindler:
Automatic Image Compositing and Snow Segmentation for Alpine Snow Cover Monitoring. SDS 2023: 77-84 - [i15]Nando Metzger, Rodrigo Caye Daudt, Devis Tuia, Konrad Schindler:
High-resolution Population Maps Derived from Sentinel-1 and Sentinel-2. CoRR abs/2311.14006 (2023) - [i14]Alexander Becker, Rodrigo Caye Daudt, Nando Metzger, Jan Dirk Wegner, Konrad Schindler:
Neural Fields with Thermal Activations for Arbitrary-Scale Super-Resolution. CoRR abs/2311.17643 (2023) - [i13]Bingxin Ke, Anton Obukhov, Shengyu Huang, Nando Metzger, Rodrigo Caye Daudt, Konrad Schindler:
Repurposing Diffusion-Based Image Generators for Monocular Depth Estimation. CoRR abs/2312.02145 (2023) - 2022
- [c5]Mehmet Ozgur Turkoglu, Alexander Becker, Hüseyin Anil Gündüz, Mina Rezaei, Bernd Bischl, Rodrigo Caye Daudt, Stefano D'Aronco, Jan D. Wegner, Konrad Schindler:
FiLM-Ensemble: Probabilistic Deep Learning via Feature-wise Linear Modulation. NeurIPS 2022 - [d3]Rodrigo Caye Daudt, Bertrand Le Saux, Alexandre Boulch, Yann Gousseau:
HRSCD - High Resolution Semantic Change Detection Dataset. IEEE DataPort, 2022
- [i12]Mehmet Ozgur Turkoglu, Alexander Becker, Hüseyin Anil Gündüz, Mina Rezaei, Bernd Bischl, Rodrigo Caye Daudt, Stefano D'Aronco, Jan Dirk Wegner, Konrad Schindler:
FiLM-Ensemble: Probabilistic Deep Learning via Feature-wise Linear Modulation. CoRR abs/2206.00050 (2022) - [i11]Andrés C. Rodríguez, Stefano D'Aronco, Rodrigo Caye Daudt, Jan D. Wegner, Konrad Schindler:
Zero-Shot Bird Species Recognition by Learning from Field Guides. CoRR abs/2206.01466 (2022) - [i10]Nikolai Kalischek, Nico Lang, Cécile Renier, Rodrigo Caye Daudt, Thomas Addoah, William Thompson, Wilma J. Blaser-Hart, Rachael Garrett, Konrad Schindler, Jan D. Wegner:
Satellite-based high-resolution maps of cocoa planted area for Côte d'Ivoire and Ghana. CoRR abs/2206.06119 (2022) - [i9]Nando Metzger, John E. Vargas-Muñoz, Rodrigo Caye Daudt, Benjamin Kellenberger, Thao Ton-That Whelan, Ferda Ofli, Muhammad Imran, Konrad Schindler, Devis Tuia:
Fine-grained Population Mapping from Coarse Census Counts and Open Geodata. CoRR abs/2211.04039 (2022) - [i8]Nando Metzger, Rodrigo Caye Daudt, Konrad Schindler:
Guided Depth Super-Resolution by Deep Anisotropic Diffusion. CoRR abs/2211.11592 (2022) - [i7]Nikolai Kalischek, Rodrigo Caye Daudt, Torben Peters, Reinhard Furrer, Jan D. Wegner, Konrad Schindler:
BiasBed - Rigorous Texture Bias Evaluation. CoRR abs/2211.13190 (2022) - 2021
- [j2]Andrés C. Rodríguez, Rodrigo Caye Daudt, Stefano D'Aronco, Konrad Schindler, Jan D. Wegner:
Robust Damage Estimation of Typhoon Goni on Coconut Crops with Sentinel-2 Imagery. Remote. Sens. 13(21): 4302 (2021) - [d2]Andrés C. Rodríguez, Rodrigo Caye Daudt, Stefano D'Aronco, Konrad Schindler, Jan D. Wegner:
Robust Damage Estimation of Typhoon Goni on Coconut Crops with Sentinel-2 Imagery. Zenodo, 2021 - [i6]Benjamin Kellenberger, John E. Vargas-Muñoz, Devis Tuia, Rodrigo Caye Daudt, Konrad Schindler, Thao T.-T. Whelan, Brenda Ayo, Ferda Ofli, Muhammad Imran:
Mapping Vulnerable Populations with AI. CoRR abs/2107.14123 (2021) - [i5]Rodrigo Caye Daudt, Bertrand Le Saux, Alexandre Boulch, Yann Gousseau:
Weakly Supervised Change Detection Using Guided Anisotropic Difusion. CoRR abs/2112.15367 (2021) - 2020
- [b1]Rodrigo Caye Daudt:
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). Polytechnic Institute of Paris, France, 2020 - [d1]Rodrigo Caye Daudt, Bertrand Le Saux, Alexandre Boulch, Yann Gousseau:
OSCD - Onera Satellite Change Detection. IEEE DataPort, 2020
2010 – 2019
- 2019
- [j1]Rodrigo Caye Daudt, Bertrand Le Saux, Alexandre Boulch, Yann Gousseau:
Multitask learning for large-scale semantic change detection. Comput. Vis. Image Underst. 187 (2019) - [c4]Rodrigo Caye Daudt, Bertrand Le Saux, Alexandre Boulch, Yann Gousseau:
Guided Anisotropic Diffusion and Iterative Learning for Weakly Supervised Change Detection. CVPR Workshops 2019: 1461-1470 - [c3]Rodrigo Caye Daudt, Adrien Chan-Hon-Tong, Bertrand Le Saux, Alexandre Boulch:
Learning to Understand Earth Observation Images with Weak and Unreliable Ground Truth. IGARSS 2019: 5602-5605 - [i4]Rodrigo Caye Daudt, Bertrand Le Saux, Alexandre Boulch, Yann Gousseau:
Guided Anisotropic Diffusion and Iterative Learning for Weakly Supervised Change Detection. CoRR abs/1904.08208 (2019) - 2018
- [c2]Rodrigo Caye Daudt, Bertrand Le Saux, Alexandre Boulch:
Fully Convolutional Siamese Networks for Change Detection. ICIP 2018: 4063-4067 - [c1]Rodrigo Caye Daudt, Bertrand Le Saux, Alexandre Boulch, Yann Gousseau:
Urban Change Detection for Multispectral Earth Observation Using Convolutional Neural Networks. IGARSS 2018: 2115-2118 - [i3]Rodrigo Caye Daudt, Bertrand Le Saux, Alexandre Boulch, Yann Gousseau:
High Resolution Semantic Change Detection. CoRR abs/1810.08452 (2018) - [i2]Rodrigo Caye Daudt, Bertrand Le Saux, Alexandre Boulch:
Fully Convolutional Siamese Networks for Change Detection. CoRR abs/1810.08462 (2018) - [i1]Rodrigo Caye Daudt, Bertrand Le Saux, Alexandre Boulch, Yann Gousseau:
Urban Change Detection for Multispectral Earth Observation Using Convolutional Neural Networks. CoRR abs/1810.08468 (2018)
Coauthor Index
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