Jan Pauls

PhD student, University of Münster

Joined

September 2023

Names

Jan Pauls (Preferred)

Emails

****@uni-muenster.de (Confirmed)

Personal Links

Career & Education History

PhD student

University of Münster (uni-muenster.de)

2023 – 2026

Advisors, Relations & Conflicts

PhD Advisor

2023 – Present

Expertise

deep learning

2023 – 2026

Remote Sensing

2023 – 2026

Publications

Canopy Tree Height Estimation Using Quantile Regression: Modeling and Evaluating Uncertainty in Remote Sensing
Karsten Schrödter, Jan Pauls, Fabian Gieseke
- AISTATS 2026 Poster
- Readers: Everyone
ECHOSAT: Estimating Canopy Height Over Space And Time
Jan Pauls, Karsten Schrödter, Sven Ligensa, Martin Schwartz, Berkant Turan, Max Zimmer, Sassan Saatchi, Sebastian Pokutta, Philippe CIAIS, Fabian Gieseke
- Submitted to ICLR 2026
- Readers: Everyone
Capturing Temporal Dynamics in Large-Scale Canopy Tree Height Estimation
Jan Pauls, Max Zimmer, Berkant Turan, Sassan Saatchi, Philippe CIAIS, Sebastian Pokutta, Fabian Gieseke
- ICML 2025 poster
- Readers: Everyone
Estimating Canopy Height at Scale
Jan Pauls, Max Zimmer, Una M. Kelly, Martin Schwartz, Sassan Saatchi, Philippe CIAIS, Sebastian Pokutta, Martin Brandt, Fabian Gieseke
- ICML 2024 Poster
- Readers: Everyone

Co-Authors