Rodrigo Caye Daudt

31 papers A* 4A 1B 1C 3Journal 19Unranked 2

Year	Rank	Type	Title / Venue / Authors
2025	J	`jnl`	Thera: Aliasing-Free Arbitrary-Scale Super-Resolution with Neural Heat Fields. Trans. Mach. Learn. Res. Alexander Becker, Rodrigo Caye Daudt, Dominik Narnhofer, Torben Peters, Nando Metzger, Jan Dirk Wegner, Konrad Schindler
2024	C	`conf`	Estimating Fine-Grained Population Growth Rates from Coarse Census Data. IGARSS John E. Vargas-Muñoz, Nando Metzger, Rodrigo Caye Daudt, Konrad Schindler, Devis Tuia
2024	A	`conf`	Recognition of Unseen Bird Species by Learning from Field Guides. WACV Andrés C. Rodríguez, Stefano D'Aronco, Rodrigo Caye Daudt, Jan D. Wegner, Konrad Schindler
2024	A*	`conf`	Repurposing Diffusion-Based Image Generators for Monocular Depth Estimation. CVPR Bingxin Ke, Anton Obukhov, Shengyu Huang, Nando Metzger, Rodrigo Caye Daudt, Konrad Schindler
2023	—	`conf`	Automatic Image Compositing and Snow Segmentation for Alpine Snow Cover Monitoring. SDS Janik Baumer, Nando Metzger, Elisabeth D. Hafner, Rodrigo Caye Daudt, Jan Dirk Wegner, Konrad Schindler
2023	A*	`conf`	BiasBed - Rigorous Texture Bias Evaluation. CVPR Nikolai Kalischek, Rodrigo Caye Daudt, Torben Peters, Reinhard Furrer, Jan D. Wegner, Konrad Schindler
2023	A*	`conf`	Guided Depth Super-Resolution by Deep Anisotropic Diffusion. CVPR Nando Metzger, Rodrigo Caye Daudt, Konrad Schindler
2023	J	`jnl`	High-resolution Population Maps Derived from Sentinel-1 and Sentinel-2. CoRR Nando Metzger, Rodrigo Caye Daudt, Devis Tuia, Konrad Schindler
2023	J	`jnl`	Neural Fields with Thermal Activations for Arbitrary-Scale Super-Resolution. CoRR Alexander Becker, Rodrigo Caye Daudt, Nando Metzger, Jan Dirk Wegner, Konrad Schindler
2023	J	`jnl`	Repurposing Diffusion-Based Image Generators for Monocular Depth Estimation. CoRR Bingxin Ke, Anton Obukhov, Shengyu Huang, Nando Metzger, Rodrigo Caye Daudt, Konrad Schindler
2023	J	`jnl`	Weakly supervised change detection using guided anisotropic diffusion. Mach. Learn. Rodrigo Caye Daudt, Bertrand Le Saux, Alexandre Boulch, Yann Gousseau
2022	J	`jnl`	BiasBed - Rigorous Texture Bias Evaluation. CoRR Nikolai Kalischek, Rodrigo Caye Daudt, Torben Peters, Reinhard Furrer, Jan D. Wegner, Konrad Schindler
2022	A*	`conf`	FiLM-Ensemble: Probabilistic Deep Learning via Feature-wise Linear Modulation. NeurIPS Mehmet Ozgur Turkoglu, Alexander Becker, Hüseyin Anil Gündüz, Mina Rezaei, Bernd Bischl, Rodrigo Caye Daudt, Stefano D'Aronco, Jan D. Wegner, Konrad Schindler
2022	J	`jnl`	FiLM-Ensemble: Probabilistic Deep Learning via Feature-wise Linear Modulation. CoRR Mehmet Ozgur Turkoglu, Alexander Becker, Hüseyin Anil Gündüz, Mina Rezaei, Bernd Bischl, Rodrigo Caye Daudt, Stefano D'Aronco, Jan Dirk Wegner, Konrad Schindler
2022	J	`jnl`	Fine-grained Population Mapping from Coarse Census Counts and Open Geodata. CoRR Nando Metzger, John E. Vargas-Muñoz, Rodrigo Caye Daudt, Benjamin Kellenberger, Thao Ton-That Whelan, Ferda Ofli, Muhammad Imran, Konrad Schindler, Devis Tuia
2022	J	`jnl`	Guided Depth Super-Resolution by Deep Anisotropic Diffusion. CoRR Nando Metzger, Rodrigo Caye Daudt, Konrad Schindler
2022	J	`jnl`	Satellite-based high-resolution maps of cocoa planted area for Côte d'Ivoire and Ghana. CoRR Nikolai Kalischek, Nico Lang, Cécile Renier, Rodrigo Caye Daudt, Thomas Addoah, William Thompson, Wilma J. Blaser-Hart, Rachael Garrett, Konrad Schindler, Jan D. Wegner
2022	J	`jnl`	Zero-Shot Bird Species Recognition by Learning from Field Guides. CoRR Andrés C. Rodríguez, Stefano D'Aronco, Rodrigo Caye Daudt, Jan D. Wegner, Konrad Schindler
2021	J	`jnl`	Mapping Vulnerable Populations with AI. CoRR Benjamin Kellenberger, John E. Vargas-Muñoz, Devis Tuia, Rodrigo Caye Daudt, Konrad Schindler, Thao T.-T. Whelan, Brenda Ayo, Ferda Ofli, Muhammad Imran
2021	J	`jnl`	Robust Damage Estimation of Typhoon Goni on Coconut Crops with Sentinel-2 Imagery. Remote. Sens. Andrés C. Rodríguez, Rodrigo Caye Daudt, Stefano D'Aronco, Konrad Schindler, Jan D. Wegner
2021	J	`jnl`	Weakly Supervised Change Detection Using Guided Anisotropic Difusion. CoRR Rodrigo Caye Daudt, Bertrand Le Saux, Alexandre Boulch, Yann Gousseau
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
2019	—	`conf`	Guided Anisotropic Diffusion and Iterative Learning for Weakly Supervised Change Detection. CVPR Workshops Rodrigo Caye Daudt, Bertrand Le Saux, Alexandre Boulch, Yann Gousseau
2019	J	`jnl`	Guided Anisotropic Diffusion and Iterative Learning for Weakly Supervised Change Detection. CoRR Rodrigo Caye Daudt, Bertrand Le Saux, Alexandre Boulch, Yann Gousseau
2019	C	`conf`	Learning to Understand Earth Observation Images with Weak and Unreliable Ground Truth. IGARSS Rodrigo Caye Daudt, Adrien Chan-Hon-Tong, Bertrand Le Saux, Alexandre Boulch
2019	J	`jnl`	Multitask learning for large-scale semantic change detection. Comput. Vis. Image Underst. Rodrigo Caye Daudt, Bertrand Le Saux, Alexandre Boulch, Yann Gousseau
2018	B	`conf`	Fully Convolutional Siamese Networks for Change Detection. ICIP Rodrigo Caye Daudt, Bertrand Le Saux, Alexandre Boulch
2018	J	`jnl`	Fully Convolutional Siamese Networks for Change Detection. CoRR Rodrigo Caye Daudt, Bertrand Le Saux, Alexandre Boulch
2018	J	`jnl`	High Resolution Semantic Change Detection. CoRR Rodrigo Caye Daudt, Bertrand Le Saux, Alexandre Boulch, Yann Gousseau
2018	C	`conf`	Urban Change Detection for Multispectral Earth Observation Using Convolutional Neural Networks. IGARSS Rodrigo Caye Daudt, Bertrand Le Saux, Alexandre Boulch, Yann Gousseau
2018	J	`jnl`	Urban Change Detection for Multispectral Earth Observation Using Convolutional Neural Networks. CoRR Rodrigo Caye Daudt, Bertrand Le Saux, Alexandre Boulch, Yann Gousseau