Stefano D'Aronco

According to our database, Stefano D'Aronco authored at least 33 papers between 2015 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

2023

Fine-Grained Species Recognition With Privileged Pooling: Better Sample Efficiency Through Supervised Attention.

Andrés C. Rodríguez, Stefano D'Aronco, Konrad Schindler, Jan Dirk Wegner

IEEE Trans. Pattern Anal. Mach. Intell., December, 2023

2022

Crop Classification Under Varying Cloud Cover With Neural Ordinary Differential Equations.

Nando Metzger, Mehmet Ozgur Turkoglu, Stefano D'Aronco, Jan Dirk Wegner, Konrad Schindler

IEEE Trans. Geosci. Remote. Sens., 2022

Modeling of Residual GNSS Station Motions through Meteorological Data in a Machine Learning Approach.

Pia Ruttner, Roland Hohensinn, Stefano D'Aronco, Jan Dirk Wegner, Benedikt Soja

Remote. Sens., 2022

Gating Revisited: Deep Multi-Layer RNNs That can be Trained.

Mehmet Ozgur Turkoglu, Stefano D'Aronco, Jan Dirk Wegner, Konrad Schindler

IEEE Trans. Pattern Anal. Mach. Intell., 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

A Deep Learning Approach for Digital ColorReconstruction of Lenticular Films.

Stefano D'Aronco, Giorgio Trumpy, David Pfluger, Jan Dirk Wegner

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

Learning Graph Regularisation for Guided Super-Resolution.

Riccardo de Lutio, Alexander Becker, Stefano D'Aronco, Stefania Russo, Jan D. Wegner, Konrad Schindler

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

Remote. Sens., 2021

Domain Adaptation for Semantic Segmentation of Historical Panchromatic Orthomosaics in Central Africa.

Nicholus Mboga, Stefano D'Aronco, Taïs Grippa, Charlotte Pelletier, Stefanos Georganos, Sabine Vanhuysse, Eléonore Wolff, Benoît Smets, Olivier Dewitte, Moritz Lennert, Jan Dirk Wegner

ISPRS Int. J. Geo Inf., 2021

Digital Taxonomist: Identifying Plant Species in Citizen Scientists' Photographs.

Riccardo de Lutio, Yihang She, Stefano D'Aronco, Stefania Russo, Philipp Brun, Jan D. Wegner, Konrad Schindler

CoRR, 2021

Mapping oil palm density at country scale: An active learning approach.

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

CoRR, 2021

Crop mapping from image time series: deep learning with multi-scale label hierarchies.

Mehmet Ozgur Turkoglu, Stefano D'Aronco, Gregor Perich, Frank Liebisch, Constantin Streit, Konrad Schindler, Jan Dirk Wegner

CoRR, 2021

PC2WF: 3D Wireframe Reconstruction from Raw Point Clouds.

Yujia Liu, Stefano D'Aronco, Konrad Schindler, Jan Dirk Wegner

Proceedings of the 9th International Conference on Learning Representations, 2021

2020

Water level prediction from social media images with a multi-task ranking approach.

P. Chaudhary, Stefano D'Aronco, João Paulo Leitão, Konrad Schindler, Jan Dirk Wegner

CoRR, 2020

GeoGraph: Learning graph-based multi-view object detection with geometric cues end-to-end.

Ahmed Samy Nassar, Stefano D'Aronco, Sébastien Lefèvre, Jan D. Wegner

CoRR, 2020

Privileged Pooling: Supervised attention-based pooling for compensating dataset bias.

Andrés C. Rodríguez, Stefano D'Aronco, Konrad Schindler, Jan Dirk Wegner

CoRR, 2020

Deep Active Learning in Remote Sensing for data efficient Change Detection.

Vít Ruzicka, Stefano D'Aronco, Jan Dirk Wegner, Konrad Schindler

Proceedings of MACLEAN: MAChine Learning for EArth ObservatioN Workshop co-located with the European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases (ECML/PKDD 2020), 2020

Tropospheric delays derived from ground meteorological parameters: comparison between machine learning and empirical model approaches.

Luca Miotti, Endrit Shehaj, Alain Geiger, Stefano D'Aronco, Jan D. Wegner, Gregor Moeller, Markus Rothacher

Proceedings of the European Navigation Conference, 2020

GeoGraph: Graph-Based Multi-view Object Detection with Geometric Cues End-to-End.

Ahmed Samy Nassar, Stefano D'Aronco, Sébastien Lefèvre, Jan D. Wegner

Proceedings of the Computer Vision - ECCV 2020, 2020

2019

Online Resource Inference in Network Utility Maximization Problems.

Stefano D'Aronco, Pascal Frossard

IEEE Trans. Netw. Sci. Eng., 2019

Guided Super-Resolution as a Learned Pixel-to-Pixel Transformation.

Riccardo de Lutio, Stefano D'Aronco, Jan Dirk Wegner, Konrad Schindler

CoRR, 2019

Guided Super-Resolution As Pixel-to-Pixel Transformation.

Riccardo de Lutio, Stefano D'Aronco, Jan Dirk Wegner, Konrad Schindler

Proceedings of the 2019 IEEE/CVF International Conference on Computer Vision, 2019

2018

A Bayesian Bandit Approach to Adaptive Delay-based Congestion Control.

Stefano D'Aronco, Pascal Frossard

Proceedings of the 23rd Packet Video Workshop, 2018

2017

Improved Utility-Based Congestion Control for Delay-Constrained Communication.

Stefano D'Aronco, Laura Toni, Sergio Mena, Xiaoqing Zhu, Pascal Frossard

IEEE/ACM Trans. Netw., 2017

Distributed Rate Allocation in Switch-Based Multiparty Videoconferencing System.

Stefano D'Aronco, Sergio Mena, Pascal Frossard

ACM Trans. Multim. Comput. Commun. Appl., 2017

Price-Based Controller for Utility-Aware HTTP Adaptive Streaming.

Stefano D'Aronco, Laura Toni, Pascal Frossard

IEEE Multim., 2017

Price-based Controller for Quality-Fair HTTP Adaptive Streaming (Extended Version).

Stefano D'Aronco, Laura Toni, Pascal Frossard

CoRR, 2017

2016

Distributed rate allocation in switch-based multiparty videoconference.

Stefano D'Aronco, Sergio Mena, Pascal Frossard

Proceedings of the 7th International Conference on Multimedia Systems, 2016

Online learning adaptation strategy for DASH clients.

Federico Chiariotti, Stefano D'Aronco, Laura Toni, Pascal Frossard

Proceedings of the 7th International Conference on Multimedia Systems, 2016

Price-Based Controller for Quality-Fair HTTP Adaptive Streaming.

Stefano D'Aronco, Laura Toni, Pascal Frossard

Proceedings of the IEEE International Symposium on Multimedia, 2016

2015

Improved Utility-based Congestion Control for Low-Delay Communication.

Stefano D'Aronco, Laura Toni, Sergio Mena, Xiaoqing Zhu, Pascal Frossard

CoRR, 2015