| Learning Graph Regularisation for Guided Super-Resolution R de Lutio*, A Becker*, S D'Aronco, S Russo, JD Wegner, K Schindler IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), 2022, 2022 | 62 | 2022 |
| Country-wide retrieval of forest structure from optical and SAR satellite imagery with deep ensembles A Becker, S Russo, S Puliti, N Lang, K Schindler, JD Wegner ISPRS Journal of Photogrammetry and Remote Sensing 195, 269-286, 2023 | 59 | 2023 |
| 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 (NeurIPS) 35, 22229-22242, 2022 | 45 | 2022 |
| Marigold-dc: Zero-shot monocular depth completion with guided diffusion M Viola, K Qu, N Metzger, B Ke, A Becker, K Schindler, A Obukhov Proceedings of the IEEE/CVF International Conference on Computer Vision …, 2025 | 22 | 2025 |
| The unrealized potential of agroforestry for an emissions-intensive agricultural commodity A Becker, JD Wegner, E Dawoe, K Schindler, WJ Thompson, C Bunn, ... Nature Sustainability 8 (9), 994-1003, 2025 | 9 | 2025 |
| Deep learning for virtual screening: Five reasons to use ROC cost functions V Golkov, A Becker, DT Plop, D Čuturilo, N Davoudi, J Mendenhall, ... arXiv preprint arXiv:2007.07029, 2020 | 8* | 2020 |
| LoRA-Ensemble: Efficient Uncertainty Modelling for Self-attention Networks DJ Mühlematter, M Halbheer, A Becker, D Narnhofer, H Aasen, ... arXiv preprint arXiv:2405.14438, 2024 | 7 | 2024 |
| Thera: Aliasing-Free Arbitrary-Scale Super-Resolution with Neural Heat Fields A Becker, R Caye Daudt, D Narnhofer, T Peters, N Metzger, JD Wegner, ... Transactions on Machine Learning Research, 2025/10, 2025 | 5* | 2025 |
| Continuous Space-Time Video Super-Resolution with 3D Fourier Fields A Becker, J Erbach, D Narnhofer, K Schindler arXiv preprint arXiv:2509.26325, 2025 | | 2025 |
| Annual vegetation height maps based on Sentinel-2 data–Potential applications for the Swiss National Forest Inventory M Rüetschi, Y Jiang, N Lang, A Becker, LT Waser, M Marty, K Schindler, ... ESA Living Planet Symposium 2022 (LPS 2022), 2022 | | 2022 |
Konrad SchindlerProfessor of Photogrammetry and Remote Sensing, ETH ZurichVerified email at ethz.ch
