Stefano D'Aronco

Publication Activity (10 Years)

Years Active: 2015-2024
Publications (10 Years): 40

Top Topics

Congestion Control

Utility Maximization

Top Venues

IEEE Trans. Pattern Anal. Mach. Intell.

Publications

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)
Andrés C. Rodríguez, Stefano D'Aronco, Konrad Schindler, Jan Dirk Wegner
Fine-Grained Species Recognition With Privileged Pooling: Better Sample Efficiency Through Supervised Attention. IEEE Trans. Pattern Anal. Mach. Intell. 45 (12) (2023)
Riccardo de Lutio, Alexander Becker, Stefano D'Aronco, Stefania Russo, Jan D. Wegner, Konrad Schindler
Learning Graph Regularisation for Guided Super-Resolution. CVPR (2022)
Mehmet Ozgur Turkoglu, Stefano D'Aronco, Jan Dirk Wegner, Konrad Schindler
Gating Revisited: Deep Multi-Layer RNNs That can be Trained. IEEE Trans. Pattern Anal. Mach. Intell. 44 (8) (2022)
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 (2022)
Stefano D'Aronco, Giorgio Trumpy, David Pfluger, Jan Dirk Wegner
A Deep Learning Approach for Digital ColorReconstruction of Lenticular Films. CoRR (2022)
Pia Ruttner, Roland Hohensinn, Stefano D'Aronco, Jan Dirk Wegner, Benedikt Soja
Modeling of Residual GNSS Station Motions through Meteorological Data in a Machine Learning Approach. Remote. Sens. 14 (1) (2022)
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 (2022)
Riccardo de Lutio, Alexander Becker, Stefano D'Aronco, Stefania Russo, Jan D. Wegner, Konrad Schindler
Learning Graph Regularisation for Guided Super-Resolution. CoRR (2022)
Nando Metzger, Mehmet Ozgur Turkoglu, Stefano D'Aronco, Jan Dirk Wegner, Konrad Schindler
Crop Classification Under Varying Cloud Cover With Neural Ordinary Differential Equations. IEEE Trans. Geosci. Remote. Sens. 60 (2022)
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)
Andrés C. Rodríguez, Stefano D'Aronco, Konrad Schindler, Jan D. Wegner
Mapping oil palm density at country scale: An active learning approach. CoRR (2021)
Yujia Liu, Stefano D'Aronco, Konrad Schindler, Jan Dirk Wegner
PC2WF: 3D Wireframe Reconstruction from Raw Point Clouds. ICLR (2021)
Riccardo de Lutio, Yihang She, Stefano D'Aronco, Stefania Russo, Philipp Brun, Jan D. Wegner, Konrad Schindler
Digital Taxonomist: Identifying Plant Species in Citizen Scientists' Photographs. CoRR (2021)
Nicholus Mboga, Stefano D'Aronco, Taïs Grippa, Charlotte Pelletier, Stefanos Georganos, Sabine Vanhuysse, Eléonore Wolff, Benoît Smets, Olivier Dewitte, Moritz Lennert, Jan Dirk Wegner
Domain Adaptation for Semantic Segmentation of Historical Panchromatic Orthomosaics in Central Africa. ISPRS Int. J. Geo Inf. 10 (8) (2021)
Mehmet Ozgur Turkoglu, Stefano D'Aronco, Gregor Perich, Frank Liebisch, Constantin Streit, Konrad Schindler, Jan Dirk Wegner
Crop mapping from image time series: deep learning with multi-scale label hierarchies. CoRR (2021)
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) (2021)
Yujia Liu, Stefano D'Aronco, Konrad Schindler, Jan Dirk Wegner
PC2WF: 3D Wireframe Reconstruction from Raw Point Clouds. CoRR (2021)
Ahmed Samy Nassar, Stefano D'Aronco, Sébastien Lefèvre, Jan D. Wegner
GeoGraph: Learning graph-based multi-view object detection with geometric cues end-to-end. CoRR (2020)
Andrés C. Rodríguez, Stefano D'Aronco, Konrad Schindler, Jan Dirk Wegner
Privileged Pooling: Supervised attention-based pooling for compensating dataset bias. CoRR (2020)
Vít Ruzicka, Stefano D'Aronco, Jan Dirk Wegner, Konrad Schindler
Deep Active Learning in Remote Sensing for data efficient Change Detection. CoRR (2020)
Ahmed Samy Nassar, Stefano D'Aronco, Sébastien Lefèvre, Jan D. Wegner
GeoGraph: Graph-Based Multi-view Object Detection with Geometric Cues End-to-End. ECCV (7) (2020)
Vít Ruzicka, Stefano D'Aronco, Jan Dirk Wegner, Konrad Schindler
Deep Active Learning in Remote Sensing for data efficient Change Detection. MACLEAN@PKDD/ECML (2020)
P. Chaudhary, Stefano D'Aronco, João Paulo Leitão, Konrad Schindler, Jan Dirk Wegner
Water level prediction from social media images with a multi-task ranking approach. CoRR (2020)
Luca Miotti, Endrit Shehaj, Alain Geiger, Stefano D'Aronco, Jan D. Wegner, Gregor Moeller, Markus Rothacher
Tropospheric delays derived from ground meteorological parameters: comparison between machine learning and empirical model approaches. ENC (2020)
Nando Metzger, Mehmet Ozgur Turkoglu, Stefano D'Aronco, Jan Dirk Wegner, Konrad Schindler
Crop Classification under Varying Cloud Cover with Neural Ordinary Differential Equations. CoRR (2020)
Riccardo de Lutio, Stefano D'Aronco, Jan Dirk Wegner, Konrad Schindler
Guided Super-Resolution As Pixel-to-Pixel Transformation. ICCV (2019)
Riccardo de Lutio, Stefano D'Aronco, Jan Dirk Wegner, Konrad Schindler
Guided Super-Resolution as a Learned Pixel-to-Pixel Transformation. CoRR (2019)
Mehmet Ozgur Turkoglu, Stefano D'Aronco, Jan Dirk Wegner, Konrad Schindler
Gating Revisited: Deep Multi-layer RNNs That Can Be Trained. CoRR (2019)
Stefano D'Aronco, Pascal Frossard
Online Resource Inference in Network Utility Maximization Problems. IEEE Trans. Netw. Sci. Eng. 6 (3) (2019)
Stefano D'Aronco, Pascal Frossard
A Bayesian Bandit Approach to Adaptive Delay-based Congestion Control. PV@MMSys (2018)
Stefano D'Aronco, Sergio Mena, Pascal Frossard
Distributed Rate Allocation in Switch-Based Multiparty Videoconferencing System. ACM Trans. Multim. Comput. Commun. Appl. 13 (3s) (2017)
Stefano D'Aronco, Laura Toni, Sergio Mena, Xiaoqing Zhu, Pascal Frossard
Improved Utility-Based Congestion Control for Delay-Constrained Communication. IEEE/ACM Trans. Netw. 25 (1) (2017)
Stefano D'Aronco, Laura Toni, Pascal Frossard
Price-based Controller for Quality-Fair HTTP Adaptive Streaming (Extended Version). CoRR (2017)
Stefano D'Aronco, Laura Toni, Pascal Frossard
Price-Based Controller for Utility-Aware HTTP Adaptive Streaming. IEEE Multim. 24 (2) (2017)
Stefano D'Aronco, Pascal Frossard
Online Resource Inference in Network Utility Maximization Problems. CoRR (2017)
Federico Chiariotti, Stefano D'Aronco, Laura Toni, Pascal Frossard
Online learning adaptation strategy for DASH clients. MMSys (2016)
Stefano D'Aronco, Laura Toni, Pascal Frossard
Price-Based Controller for Quality-Fair HTTP Adaptive Streaming. ISM (2016)
Stefano D'Aronco, Sergio Mena, Pascal Frossard
Distributed rate allocation in switch-based multiparty videoconference. MMSys (2016)
Stefano D'Aronco, Laura Toni, Sergio Mena, Xiaoqing Zhu, Pascal Frossard
Improved Utility-based Congestion Control for Low-Delay Communication. CoRR (2015)