Alexander Becker

Affiliations:
  • ETH Zurich, Switzerland


According to our database1, Alexander Becker authored at least 11 papers between 2020 and 2026.

Collaborative distances:
  • Dijkstra number2 of five.
  • Erdős number3 of four.

Timeline

Legend:

Book  In proceedings  Article  PhD thesis  Dataset  Other 

Links

Online presence:

On csauthors.net:

Bibliography

2026
Making Foundation Models Probabilistic via Singular Value Ensembles.
CoRR, January, 2026

LoRA-Ensemble: Efficient Uncertainty Modelling for Self-Attention Networks.
Trans. Mach. Learn. Res., 2026

2025
Continuous Space-Time Video Super-Resolution with 3D Fourier Fields.
CoRR, September, 2025

Thera: Aliasing-Free Arbitrary-Scale Super-Resolution with Neural Heat Fields.
Trans. Mach. Learn. Res., 2025

Marigold-DC: Zero-Shot Monocular Depth Completion with Guided Diffusion.
Proceedings of the IEEE/CVF International Conference on Computer Vision, 2025

2024
The unrealized potential of agroforestry for an emissions-intensive agricultural commodity.
CoRR, 2024

2023
Neural Fields with Thermal Activations for Arbitrary-Scale Super-Resolution.
CoRR, 2023

2022
FiLM-Ensemble: Probabilistic Deep Learning via Feature-wise Linear Modulation.
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.
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.
CoRR, 2021

2020
Deep Learning for Virtual Screening: Five Reasons to Use ROC Cost Functions.
CoRR, 2020


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