Cathrin Elich

According to our database, Cathrin Elich authored at least 9 papers between 2019 and 2024.

Collaborative distances:

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

2024

Investigating Shape Priors, Relationships, and Multi-Task Cues for Object-level Scene Understanding.

Cathrin Elich

PhD thesis, 2024

Analytical Uncertainty-Based Loss Weighting in Multi-task Learning.

Lukas Kirchdorfer, Cathrin Elich, Simon Kutsche, Heiner Stuckenschmidt, Lukas Schott, Jan Mathias Köhler

Proceedings of the Pattern Recognition, 2024

Examining Common Paradigms in Multi-task Learning.

Cathrin Elich, Lukas Kirchdorfer, Jan Mathias Köhler, Lukas Schott

Proceedings of the Pattern Recognition, 2024

2023

Challenging Common Assumptions in Multi-task Learning.

Cathrin Elich, Lukas Kirchdorfer, Jan Mathias Köhler, Lukas Schott

CoRR, 2023

Learning-based Relational Object Matching Across Views.

Cathrin Elich, Iro Armeni, Martin R. Oswald, Marc Pollefeys, Joerg Stueckler

Proceedings of the IEEE International Conference on Robotics and Automation, 2023

2022

Weakly supervised learning of multi-object 3D scene decompositions using deep shape priors.

Cathrin Elich, Martin R. Oswald, Marc Pollefeys, Joerg Stueckler

Comput. Vis. Image Underst., 2022

2020

Semi-Supervised Learning of Multi-Object 3D Scene Representations.

Cathrin Elich, Martin R. Oswald, Marc Pollefeys, Jörg Stückler

CoRR, 2020

2019

3D-BEVIS: Birds-Eye-View Instance Segmentation.

Cathrin Elich, Francis Engelmann, Jonas Schult, Theodora Kontogianni, Bastian Leibe

CoRR, 2019

3D Bird's-Eye-View Instance Segmentation.

Cathrin Elich, Francis Engelmann, Theodora Kontogianni, Bastian Leibe

Proceedings of the Pattern Recognition, 2019