Alexander Becker

According to our database, Alexander Becker authored at least 11 papers between 2020 and 2026.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2026

Making Foundation Models Probabilistic via Singular Value Ensembles.

Mehmet Ozgur Turkoglu, Dominik J. Mühlematter, Alexander Becker, Konrad Schindler, Helge Aasen

CoRR, January, 2026

LoRA-Ensemble: Efficient Uncertainty Modelling for Self-Attention Networks.

Dominik J. Mühlematter, Michelle Halbheer, Alexander Becker, Dominik Narnhofer, Helge Aasen, Konrad Schindler, Mehmet Ozgur Turkoglu

Trans. Mach. Learn. Res., 2026

2025

Continuous Space-Time Video Super-Resolution with 3D Fourier Fields.

Alexander Becker, Julius Erbach, Dominik Narnhofer, Konrad Schindler

CoRR, September, 2025

Thera: Aliasing-Free Arbitrary-Scale Super-Resolution with Neural Heat Fields.

Alexander Becker, Rodrigo Caye Daudt, Dominik Narnhofer, Torben Peters, Nando Metzger, Jan Dirk Wegner, Konrad Schindler

Trans. Mach. Learn. Res., 2025

Marigold-DC: Zero-Shot Monocular Depth Completion with Guided Diffusion.

Massimiliano Viola, Kevin Qu, Nando Metzger, Bingxin Ke, Alexander Becker, Konrad Schindler, Anton Obukhov

Proceedings of the IEEE/CVF International Conference on Computer Vision, 2025

2024

The unrealized potential of agroforestry for an emissions-intensive agricultural commodity.

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

CoRR, 2024

2023

Neural Fields with Thermal Activations for Arbitrary-Scale Super-Resolution.

Alexander Becker, Rodrigo Caye Daudt, Nando Metzger, Jan Dirk Wegner, Konrad Schindler

CoRR, 2023

2022

FiLM-Ensemble: Probabilistic Deep Learning via Feature-wise Linear Modulation.

Mehmet Ozgur Turkoglu, Alexander Becker, Hüseyin Anil Gündüz, Mina Rezaei, Bernd Bischl, Rodrigo Caye Daudt, Stefano D'Aronco, Jan D. Wegner, Konrad Schindler

Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022

Learning Graph Regularisation for Guided Super-Resolution.

Riccardo de Lutio, Alexander Becker, Stefano D'Aronco, Stefania Russo, Jan D. Wegner, Konrad Schindler

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2022

2021

Country-wide Retrieval of Forest Structure From Optical and SAR Satellite Imagery With Bayesian Deep Learning.

Alexander Becker, Stefania Russo, Stefano Puliti, Nico Lang, Konrad Schindler, Jan Dirk Wegner

CoRR, 2021

2020

Deep Learning for Virtual Screening: Five Reasons to Use ROC Cost Functions.

Vladimir Golkov, Alexander Becker, Daniel T. Plop, Daniel Cuturilo, Neda Davoudi, Jeffrey L. Mendenhall, Rocco Moretti, Jens Meiler, Daniel Cremers

CoRR, 2020