Jan Mathias Köhler

According to our database, Jan Mathias Köhler authored at least 6 papers between 2019 and 2026.

Collaborative distances:

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

2026

Investigating Uncertainty Weighting for Multi-Task Learning: Insights and Analytical Alternative.

Lukas Kirchdorfer, Tobias Sesterhenn, Christian Bartelt, Heiner Stuckenschmidt, Lukas Schott, Jan Mathias Köhler

Int. J. Comput. Vis., January, 2026

2024

Mind the Gap Between Synthetic and Real: Utilizing Transfer Learning to Probe the Boundaries of Stable Diffusion Generated Data.

Leonhard Hennicke, Christian Medeiros Adriano, Holger Giese, Jan Mathias Köhler, Lukas Schott

CoRR, 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

2019

Interpretable and Fine-Grained Visual Explanations for Convolutional Neural Networks.

Jörg Wagner, Jan Mathias Köhler, Tobias Gindele, Leon Hetzel, Jakob Thaddäus Wiedemer, Sven Behnke

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2019