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ORCIDAlexander Becker 0002
Person information
- affiliation: ETH Zurich, Switzerland
Other persons with the same name
- Alexander Becker — disambiguation page
- Alexander Becker 0001
![[0009-0003-8212-4647]](https://dblp.org/img/orcid-mark.12x12.png "0009-0003-8212-4647")
— Paderborn University, Department of Computer Science, DICE Group, Paderborn, Germany
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2020 – today
- 2026
[i10]Mehmet Ozgur Turkoglu, Dominik J. Mühlematter, Alexander Becker, Konrad Schindler, Helge Aasen:
Making Foundation Models Probabilistic via Singular Value Ensembles. CoRR abs/2601.22068 (2026)- 2025
- [j1]Alexander Becker, Rodrigo Caye Daudt, Dominik Narnhofer, Torben Peters, Nando Metzger, Jan Dirk Wegner, Konrad Schindler:
Thera: Aliasing-Free Arbitrary-Scale Super-Resolution with Neural Heat Fields. Trans. Mach. Learn. Res. 2025 (2025) - [i9]Alexander Becker, Julius Erbach, Dominik Narnhofer, Konrad Schindler:
Continuous Space-Time Video Super-Resolution with 3D Fourier Fields. CoRR abs/2509.26325 (2025) - 2024
- [i8]Michelle Halbheer, Dominik J. Mühlematter, Alexander Becker, Dominik Narnhofer, Helge Aasen, Konrad Schindler, Mehmet Ozgur Turkoglu:
LoRA-Ensemble: Efficient Uncertainty Modelling for Self-attention Networks. CoRR abs/2405.14438 (2024) - [i7]Alexander Becker, Jan D. Wegner, Evans Dawoe, Konrad Schindler, William J. Thompson, Christian Bunn, Rachael Garrett, Fabio Castro, Simon P. Hart, Wilma J. Blaser-Hart:
The unrealized potential of agroforestry for an emissions-intensive agricultural commodity. CoRR abs/2410.20882 (2024) - [i6]Massimiliano Viola, Kevin Qu, Nando Metzger, Bingxin Ke, Alexander Becker, Konrad Schindler, Anton Obukhov:
Marigold-DC: Zero-Shot Monocular Depth Completion with Guided Diffusion. CoRR abs/2412.13389 (2024) - 2023
- [i5]Alexander Becker, Rodrigo Caye Daudt, Nando Metzger, Jan Dirk Wegner, Konrad Schindler:
Neural Fields with Thermal Activations for Arbitrary-Scale Super-Resolution. CoRR abs/2311.17643 (2023) - 2022
- [c2]Riccardo de Lutio, Alexander Becker, Stefano D'Aronco, Stefania Russo, Jan D. Wegner, Konrad Schindler:
Learning Graph Regularisation for Guided Super-Resolution. CVPR 2022: 1969-1978 - [c1]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 - [i4]Riccardo de Lutio, Alexander Becker, Stefano D'Aronco, Stefania Russo, Jan D. Wegner, Konrad Schindler:
Learning Graph Regularisation for Guided Super-Resolution. CoRR abs/2203.14297 (2022) - [i3]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 abs/2206.00050 (2022) - 2021
- [i2]Alexander Becker, Stefania Russo, Stefano Puliti, Nico Lang, Konrad Schindler, Jan Dirk Wegner:
Country-wide Retrieval of Forest Structure From Optical and SAR Satellite Imagery With Bayesian Deep Learning. CoRR abs/2111.13154 (2021) - 2020
- [i1]Vladimir Golkov, Alexander Becker, Daniel T. Plop, Daniel Cuturilo, Neda Davoudi, Jeffrey L. Mendenhall, Rocco Moretti, Jens Meiler, Daniel Cremers:
Deep Learning for Virtual Screening: Five Reasons to Use ROC Cost Functions. CoRR abs/2007.07029 (2020)
Coauthor Index
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