| Crop mapping from image time series: Deep learning with multi-scale label hierarchies MO Turkoglu, S D'Aronco, G Perich, F Liebisch, C Streit, K Schindler, ... Remote Sensing of Environment 264, 112603, 2021 | 120 | 2021 |
| Online learning adaptation strategy for DASH clients F Chiariotti, S D'Aronco, L Toni, P Frossard Proceedings of the 7th international conference on multimedia systems, 1-12, 2016 | 107 | 2016 |
| Flood-water level estimation from social media images P Chaudhary, S D'Aronco, M Moy de Vitry, JP Leitão, JD Wegner ISPRS Annals of the Photogrammetry, Remote Sensing and Spatial Information …, 2019 | 84 | 2019 |
| Guided super-resolution as pixel-to-pixel transformation RD Lutio, S D'aronco, JD Wegner, K Schindler Proceedings of the ieee/cvf international conference on computer vision …, 2019 | 79 | 2019 |
| Gating revisited: Deep multi-layer RNNs that can be trained MO Turkoglu, S D'Aronco, JD Wegner, K Schindler IEEE Transactions on Pattern Analysis and Machine Intelligence 44 (8), 4081-4092, 2021 | 69 | 2021 |
| Water level prediction from social media images with a multi-task ranking approach P Chaudhary, S D’Aronco, JP Leitão, K Schindler, JD Wegner ISPRS Journal of Photogrammetry and Remote Sensing 167, 252-262, 2020 | 44 | 2020 |
| Mapping oil palm density at country scale: An active learning approach AC Rodríguez, S D'Aronco, K Schindler, JD Wegner Remote Sensing of Environment 261, 112479, 2021 | 38 | 2021 |
| Learning graph regularisation for guided super-resolution R De Lutio, A Becker, S D'Aronco, S Russo, JD Wegner, K Schindler Proceedings of the ieee/cvf conference on computer vision and pattern …, 2022 | 35 | 2022 |
| Deep active learning in remote sensing for data efficient change detection V Růžička, S D'Aronco, JD Wegner, K Schindler arXiv preprint arXiv:2008.11201, 2020 | 35 | 2020 |
| Pc2wf: 3d wireframe reconstruction from raw point clouds Y Liu, S D'Aronco, K Schindler, JD Wegner arXiv preprint arXiv:2103.02766, 2021 | 33 | 2021 |
| Crop classification under varying cloud cover with neural ordinary differential equations N Metzger, MO Turkoglu, S D’Aronco, JD Wegner, K Schindler IEEE Transactions on Geoscience and Remote Sensing 60, 1-12, 2021 | 27 | 2021 |
| Geograph: Graph-based multi-view object detection with geometric cues end-to-end AS Nassar, S D’aronco, S Lefèvre, JD Wegner Computer Vision–ECCV 2020: 16th European Conference, Glasgow, UK, August 23 …, 2020 | 26 | 2020 |
| Film-ensemble: Probabilistic deep learning via feature-wise linear modulation MO Turkoglu, A Becker, HA Gündüz, M Rezaei, B Bischl, RC Daudt, ... Advances in neural information processing systems 35, 22229-22242, 2022 | 21 | 2022 |
| Improved utility-based congestion control for delay-constrained communication S D’Aronco, L Toni, S Mena, X Zhu, P Frossard IEEE/ACM Transactions on Networking 25 (1), 349-362, 2016 | 18 | 2016 |
| Digital taxonomist: Identifying plant species in community scientists’ photographs R De Lutio, Y She, S D’Aronco, S Russo, P Brun, JD Wegner, K Schindler ISPRS journal of photogrammetry and remote sensing 182, 112-121, 2021 | 15 | 2021 |
| Modeling of residual GNSS station motions through meteorological data in a machine learning approach P Ruttner, R Hohensinn, S D’Aronco, JD Wegner, B Soja Remote Sensing 14 (1), 17, 2021 | 14 | 2021 |
| Domain adaptation for semantic segmentation of historical panchromatic orthomosaics in Central Africa N Mboga, S D’aronco, T Grippa, C Pelletier, S Georganos, S Vanhuysse, ... ISPRS International Journal of Geo-Information 10 (8), 523, 2021 | 14 | 2021 |
| Price-based controller for utility-aware HTTP adaptive streaming S D'Aronco, L Toni, P Frossard IEEE MultiMedia, 2017 | 13 | 2017 |
| The herbarium 2021 half–earth challenge dataset and machine learning competition R de Lutio, JY Park, KA Watson, S D'Aronco, JD Wegner, JJ Wieringa, ... Frontiers in Plant Science 12, 787127, 2022 | 11 | 2022 |
| Flood uncertainty estimation using deep ensembles P Chaudhary, JP Leitão, T Donauer, S D’Aronco, N Perraudin, ... Water 14 (19), 2980, 2022 | 9 | 2022 |
