Stefano D’Aronco

University of Zurich — Switzerland

Computer Science · Physical Sciences

14h-index668citations55works2.02yr avg
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Research Topics

Network Traffic and Congestion Control(11), Advanced Wireless Network Optimization(9), Remote Sensing in Agriculture(8), Image and Video Quality Assessment(8), Advanced Neural Network Applications(6)

Publications55 total

Hierarchical Crop Mapping from Satellite Image Sequences with Recurrent Neural Networks
2024
Recognition of Unseen Bird Species by Learning from Field Guides
2024· 4 cited
Fine-Grained Species Recognition With Privileged Pooling: Better Sample Efficiency Through Supervised Attention
IEEE Transactions on Pattern Analysis and Machine Intelligence·2023· 5 citedOpen Access
High-resolution tropospheric refractivity fields by combining machine learning and collocation methods to correct earth observation data
Acta Astronautica·2022· 17 citedOpen Access
Flood Uncertainty Estimation Using Deep Ensembles
Water·2022· 32 citedOpen Access
Recognition of Unseen Bird Species by Learning from Field Guides
arXiv (Cornell University)·2022· 3 citedOpen Access
Learning Graph Regularisation for Guided Super-Resolution
2022 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)·2022· 39 cited
FiLM-Ensemble: Probabilistic Deep Learning via Feature-wise Linear Modulation
arXiv (Cornell University)·2022· 14 citedOpen Access
Modeling of Residual GNSS Station Motions through Meteorological Data in a Machine Learning Approach
2022· 1 citedOpen Access
Learning Graph Regularisation for Guided Super-Resolution
arXiv (Cornell University)·2022· 6 citedOpen Access
A Deep Learning Approach for Digital Color Reconstruction of Lenticular Films
arXiv (Cornell University)·2022· 1 citedOpen Access
The Herbarium 2021 Half–Earth Challenge Dataset and Machine Learning Competition
Frontiers in Plant Science·2022· 30 citedOpen Access
Modeling of Residual GNSS Station Motions through Meteorological Data in a Machine Learning Approach
Remote Sensing·2021· 10 citedOpen Access
Robust Damage Estimation of Typhoon Goni on Coconut Crops with Sentinel-2 Imagery
Remote Sensing·2021· 9 citedOpen Access
Digital taxonomist: Identifying plant species in community scientists’ photographs
ISPRS Journal of Photogrammetry and Remote Sensing·2021· 24 citedOpen Access
Crop Classification Under Varying Cloud Cover With Neural Ordinary Differential Equations
IEEE Transactions on Geoscience and Remote Sensing·2021· 6 citedOpen Access
Domain Adaptation for Semantic Segmentation of Historical Panchromatic Orthomosaics in Central Africa
ISPRS International Journal of Geo-Information·2021· 21 citedOpen Access
Crop mapping from image time series: Deep learning with multi-scale label hierarchies
Remote Sensing of Environment·2021· 14 citedOpen Access
Digital Taxonomist: Identifying Plant Species in Citizen Scientists' Photographs
arXiv (Cornell University)·2021Open Access
Digital Taxonomist: Identifying Plant Species in Community Scientists' Photographs
arXiv (Cornell University)·2021Open Access
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Frequent Co-authors

Jan Dirk Wegner(39), Konrad Schindler(25), Pascal Frossard(10), Laura Toni(7), Riccardo de Lutio(7), Andrés C. Rodríguez(7), Mehmet Özgür Türkoglu(7), Alain Geiger(5), Priyanka Chaudhary(4), João P. Leitão(4), Stefania Russo(4), Markus Rothacher(4), Rodrigo Caye Daudt(4), Roland Hohensinn(4), Endrit Shehaj(3), Benedikt Soja(3), Sergio Mena(3), Xiaoqing Zhu(2), Yihang She(2), Philipp Brun(2)