Weakly Supervised Semantic Segmentation of Satellite Images for Land Cover Mapping - Challenges and Opportunities. - Michael Schmitt 003; Jonathan Prexl; Patrick Ebel 002; Lukas Liebel; Xiao Xiang Zhu 001 (CoRR, 2020)

Using Machine Learning to predict extreme events in the Hénon map. - Martin Lellep; Jonathan Prexl; Moritz Linkmann; Bruno Eckhardt (CoRR, 2020)

Mitigating Spatial and Spectral Differences for Change Detection Using Super-Resolution and Unsupervised Learning. - Jonathan Prexl; Sudipan Saha; Xiao Xiang Zhu 001 (IGARSS, 2021)

Multi-Modal Multi-Objective Contrastive Learning for Sentinel-1/2 Imagery. - Jonathan Prexl; Michael Schmitt 003 (CVPR Workshops, 2023)

The Effect of Contrastive Pretraining on Downstream Tasks in Optical Remote Sensing. - Jonathan Prexl; Michael Schmitt 003 (IGARSS, 2023)

High Precision Mapping Of Building Changes Using Sentinel-2. - Jonathan Prexl; Sudipan Saha; Michael Schmitt 003 (IGARSS, 2023)

The Potential of Sentinel-2 Data for Global Building Footprint Mapping with High Temporal Resolution. - Jonathan Prexl; Michael Schmitt 003 (JURSE, 2023)

Data-Centric Machine Learning for Geospatial Remote Sensing Data. - Ribana Roscher; Marc Rußwurm; Caroline Gevaert; Michael Kampffmeyer; Jefersson A. dos Santos; Maria Vakalopoulou; Ronny Hänsch; Stine Hansen; Keiller Nogueira; Jonathan Prexl; Devis Tuia (CoRR, 2023)

SenPa-MAE: Sensor Parameter Aware Masked Autoencoder for Multi-satellite Self-supervised Pretraining. - Jonathan Prexl; Michael Schmitt 003 (GCPR (2), 2024)

Mapping High-Resolution Building Development Over Delhi Ncr Using Sentinel-2. - Deepika Mann; Jonathan Prexl; Sudipan Saha; Michael Schmitt 003 (IGARSS, 2024)

Sensor Parameter Encoding for Multi-Sensor Self-Supervised Learning via Masked Autoencoders. - Jonathan Prexl; Michael Schmitt 003 (IGARSS, 2024)

Global OpenBuildingMap - Unveiling the Mystery of Global Buildings. - Xiao Xiang Zhu 001; Qingyu Li; Yilei Shi; Yuanyuan Wang 002; Adam J. Stewart; Jonathan Prexl (CoRR, 2024)

SARFormer - An Acquisition Parameter Aware Vision Transformer for Synthetic Aperture Radar Data. - Jonathan Prexl; Michael Recla; Michael Schmitt 003 (CVPR Workshops, 2025)