Stefano D'Aronco

41 papers A* 4A 3C 1Journal 28Unranked 4
YearRankTypeTitle / Venue / Authors
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
2023 J jnl
Fine-Grained Species Recognition With Privileged Pooling: Better Sample Efficiency Through Supervised Attention.
IEEE Trans. Pattern Anal. Mach. Intell.
Andrés C. Rodríguez, Stefano D'Aronco, Konrad Schindler, Jan Dirk Wegner
2022 J jnl
A Deep Learning Approach for Digital ColorReconstruction of Lenticular Films.
CoRR
Stefano D'Aronco, Giorgio Trumpy, David Pfluger, Jan Dirk Wegner
2022 J jnl
Crop Classification Under Varying Cloud Cover With Neural Ordinary Differential Equations.
IEEE Trans. Geosci. Remote. Sens.
Nando Metzger, Mehmet Ozgur Turkoglu, Stefano D'Aronco, Jan Dirk 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
Gating Revisited: Deep Multi-Layer RNNs That can be Trained.
IEEE Trans. Pattern Anal. Mach. Intell.
Mehmet Ozgur Turkoglu, Stefano D'Aronco, Jan Dirk Wegner, Konrad Schindler
2022 A* conf
Learning Graph Regularisation for Guided Super-Resolution.
CVPR
Riccardo de Lutio, Alexander Becker, Stefano D'Aronco, Stefania Russo, Jan D. Wegner, Konrad Schindler
2022 J jnl
Learning Graph Regularisation for Guided Super-Resolution.
CoRR
Riccardo de Lutio, Alexander Becker, Stefano D'Aronco, Stefania Russo, Jan D. Wegner, Konrad Schindler
2022 J jnl
Modeling of Residual GNSS Station Motions through Meteorological Data in a Machine Learning Approach.
Remote. Sens.
Pia Ruttner, Roland Hohensinn, Stefano D'Aronco, Jan Dirk Wegner, Benedikt Soja
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
Crop mapping from image time series: deep learning with multi-scale label hierarchies.
CoRR
Mehmet Ozgur Turkoglu, Stefano D'Aronco, Gregor Perich, Frank Liebisch, Constantin Streit, Konrad Schindler, Jan Dirk Wegner
2021 J jnl
Digital Taxonomist: Identifying Plant Species in Citizen Scientists' Photographs.
CoRR
Riccardo de Lutio, Yihang She, Stefano D'Aronco, Stefania Russo, Philipp Brun, Jan D. Wegner, Konrad Schindler
2021 J jnl
Domain Adaptation for Semantic Segmentation of Historical Panchromatic Orthomosaics in Central Africa.
ISPRS Int. J. Geo Inf.
Nicholus Mboga, Stefano D'Aronco, Taïs Grippa, Charlotte Pelletier, Stefanos Georganos, Sabine Vanhuysse, Eléonore Wolff, Benoît Smets, Olivier Dewitte, Moritz Lennert, Jan Dirk Wegner
2021 J jnl
Mapping oil palm density at country scale: An active learning approach.
CoRR
Andrés C. Rodríguez, Stefano D'Aronco, Konrad Schindler, Jan D. Wegner
2021 A* conf
PC2WF: 3D Wireframe Reconstruction from Raw Point Clouds.
ICLR
Yujia Liu, Stefano D'Aronco, Konrad Schindler, Jan Dirk Wegner
2021 J jnl
PC2WF: 3D Wireframe Reconstruction from Raw Point Clouds.
CoRR
Yujia Liu, Stefano D'Aronco, Konrad Schindler, Jan Dirk Wegner
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
2020 J jnl
Crop Classification under Varying Cloud Cover with Neural Ordinary Differential Equations.
CoRR
Nando Metzger, Mehmet Ozgur Turkoglu, Stefano D'Aronco, Jan Dirk Wegner, Konrad Schindler
2020 — conf
Deep Active Learning in Remote Sensing for data efficient Change Detection.
MACLEAN@PKDD/ECML
Vít Ruzicka, Stefano D'Aronco, Jan Dirk Wegner, Konrad Schindler
2020 J jnl
Deep Active Learning in Remote Sensing for data efficient Change Detection.
CoRR
Vít Ruzicka, Stefano D'Aronco, Jan Dirk Wegner, Konrad Schindler
2020 — conf
GeoGraph: Graph-Based Multi-view Object Detection with Geometric Cues End-to-End.
ECCV (7)
Ahmed Samy Nassar, Stefano D'Aronco, Sébastien Lefèvre, Jan D. Wegner
2020 J jnl
GeoGraph: Learning graph-based multi-view object detection with geometric cues end-to-end.
CoRR
Ahmed Samy Nassar, Stefano D'Aronco, Sébastien Lefèvre, Jan D. Wegner
2020 J jnl
Privileged Pooling: Supervised attention-based pooling for compensating dataset bias.
CoRR
Andrés C. Rodríguez, Stefano D'Aronco, Konrad Schindler, Jan Dirk Wegner
2020 — conf
Tropospheric delays derived from ground meteorological parameters: comparison between machine learning and empirical model approaches.
ENC
Luca Miotti, Endrit Shehaj, Alain Geiger, Stefano D'Aronco, Jan D. Wegner, Gregor Moeller, Markus Rothacher
2020 J jnl
Water level prediction from social media images with a multi-task ranking approach.
CoRR
P. Chaudhary, Stefano D'Aronco, João Paulo Leitão, Konrad Schindler, Jan Dirk Wegner
2019 J jnl
Gating Revisited: Deep Multi-layer RNNs That Can Be Trained.
CoRR
Mehmet Ozgur Turkoglu, Stefano D'Aronco, Jan Dirk Wegner, Konrad Schindler
2019 A* conf
Guided Super-Resolution As Pixel-to-Pixel Transformation.
ICCV
Riccardo de Lutio, Stefano D'Aronco, Jan Dirk Wegner, Konrad Schindler
2019 J jnl
Guided Super-Resolution as a Learned Pixel-to-Pixel Transformation.
CoRR
Riccardo de Lutio, Stefano D'Aronco, Jan Dirk Wegner, Konrad Schindler
2019 J jnl
Online Resource Inference in Network Utility Maximization Problems.
IEEE Trans. Netw. Sci. Eng.
Stefano D'Aronco, Pascal Frossard
2018 — conf
A Bayesian Bandit Approach to Adaptive Delay-based Congestion Control.
PV@MMSys
Stefano D'Aronco, Pascal Frossard
2018 — —
Network utility maximization for delay-sensitive applications in unknown communication settings.
Stefano D'Aronco
2017 J jnl
Distributed Rate Allocation in Switch-Based Multiparty Videoconferencing System.
ACM Trans. Multim. Comput. Commun. Appl.
Stefano D'Aronco, Sergio Mena, Pascal Frossard
2017 J jnl
Improved Utility-Based Congestion Control for Delay-Constrained Communication.
IEEE/ACM Trans. Netw.
Stefano D'Aronco, Laura Toni, Sergio Mena, Xiaoqing Zhu, Pascal Frossard
2017 J jnl
Online Resource Inference in Network Utility Maximization Problems.
CoRR
Stefano D'Aronco, Pascal Frossard
2017 J jnl
Price-Based Controller for Utility-Aware HTTP Adaptive Streaming.
IEEE Multim.
Stefano D'Aronco, Laura Toni, Pascal Frossard
2017 J jnl
Price-based Controller for Quality-Fair HTTP Adaptive Streaming (Extended Version).
CoRR
Stefano D'Aronco, Laura Toni, Pascal Frossard
2016 A conf
Distributed rate allocation in switch-based multiparty videoconference.
MMSys
Stefano D'Aronco, Sergio Mena, Pascal Frossard
2016 A conf
Online learning adaptation strategy for DASH clients.
MMSys
Federico Chiariotti, Stefano D'Aronco, Laura Toni, Pascal Frossard
2016 C conf
Price-Based Controller for Quality-Fair HTTP Adaptive Streaming.
ISM
Stefano D'Aronco, Laura Toni, Pascal Frossard
2015 J jnl
Improved Utility-based Congestion Control for Low-Delay Communication.
CoRR
Stefano D'Aronco, Laura Toni, Sergio Mena, Xiaoqing Zhu, Pascal Frossard