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Alexander Becker
Alexander Becker
PhD student at ETH Zurich
Verified email at ethz.ch
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Year
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
392022
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
322023
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
252022
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
22020
LoRA-Ensemble: Efficient Uncertainty Modelling for Self-attention Networks
M Halbheer, DJ Mühlematter, A Becker, D Narnhofer, H Aasen, ...
arXiv preprint arXiv:2405.14438, 2024
12024
Neural Fields with Thermal Activations for Arbitrary-Scale Super-Resolution
A Becker*, RC Daudt*, N Metzger, JD Wegner, K Schindler
arXiv preprint arXiv:2311.17643, 2023
2023
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Articles 1–6