Becker, Alexander

6 publications

ICLR 2026 Continuous Space-Time Video Super-Resolution with 3D Fourier Fields Alexander Becker, Julius Erbach, Dominik Narnhofer, Konrad Schindler

TMLR 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

ICCV 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

TMLR 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

NeurIPS 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 Wegner, Konrad Schindler

CVPR 2022 Learning Graph Regularisation for Guided Super-Resolution Riccardo de Lutio, Alexander Becker, Stefano D'Aronco, Stefania Russo, Jan D. Wegner, Konrad Schindler