no code implementations • 30 Apr 2024 • Paul Engstler, Andrea Vedaldi, Iro Laina, Christian Rupprecht
These works often depend on pre-trained monocular depth estimators to lift the generated images into 3D, fusing them with the existing scene representation.
no code implementations • 24 Nov 2023 • Paul Engstler, Luke Melas-Kyriazi, Christian Rupprecht, Iro Laina
Self-supervised learning (SSL) can be used to solve complex visual tasks without human labels.
Ranked #2 on Unsupervised Instance Segmentation on COCO val2017
1 code implementation • 30 Mar 2022 • Paul Engstler, Matthias Keicher, David Schinz, Kristina Mach, Alexandra S. Gersing, Sarah C. Foreman, Sophia S. Goller, Juergen Weissinger, Jon Rischewski, Anna-Sophia Dietrich, Benedikt Wiestler, Jan S. Kirschke, Ashkan Khakzar, Nassir Navab
Do black-box neural network models learn clinically relevant features for fracture diagnosis?