Jan Mathias Koehler

Researcher, Bosch Center for Artificial Intelligence

Joined

December 2017

Names

Jan Mathias Koehler

,

Jan Mathias Köhler

Emails

****@de.bosch.com (Confirmed)

Personal Links

Career & Education History

Researcher

Bosch Center for Artificial Intelligence (de.bosch.com)

2018 – Present

Advisors, Relations & Conflicts

Coauthor

2019 – 2020

Coauthor

2016 – 2020

Coauthor

2017 – 2019

Expertise

multi-task-learning

,

deep learning

2021 – Present

saliency

,

deep learning

2018 – 2020

uncertainty

,

deep learning

,

label noise

,

active learning

2016 – 2020

Publications

Mind the Gap Between Synthetic and Real: Probing Transfer Capabilities of Stable Diffusion Images
Leonhard Hennicke, Christian Medeiros Adriano, Holger Giese, Jan Mathias Koehler, Lukas Schott
- Compression Workshop @ NeurIPS 2024
- Readers: Everyone
Investigating the Role of Fine-Tuning in Addressing the Gap Between Synthetic and Real Data in Generative Foundation Models
Leonhard Hennicke, Christian Medeiros Adriano, Holger Giese, Lukas Schott, Jan Mathias Koehler
- FITML 2024 Poster
- Readers: Everyone
Interpretable and Fine-Grained Visual Explanations for Convolutional Neural Networks
Jörg Wagner, Jan Mathias Köhler, Tobias Gindele, Leon Hetzel, Jakob Thaddäus Wiedemer, Sven Behnke
- 2019 (modified: 09 Nov 2022)
- CVPR 2019
- Readers: Everyone
Interpretable and Fine-Grained Visual Explanations for Convolutional Neural Networks
Jörg Wagner, Jan Mathias Köhler, Tobias Gindele, Leon Hetzel, Jakob Thaddäus Wiedemer, Sven Behnke
- Published: 01 Jan 2019, Last Modified: 13 May 2023
- CoRR 2019
- Readers: Everyone

Co-Authors