Correcting Imprecise Object Locations for Training Object Detectors in Remote Sensing Applications. - Maximilian Bernhard; Matthias Schubert (Remote. Sens., 2021)

Robust object detection in remote sensing imagery with noisy and sparse geo-annotations. - Maximilian Bernhard; Matthias Schubert (SIGSPATIAL/GIS, 2022)

Robust Object Detection in Remote Sensing Imagery with Noisy and Sparse Geo-Annotations (Full Version). - Maximilian Bernhard; Matthias Schubert (CoRR, 2022)

MapFormer: Boosting Change Detection by Using Pre-change Information. - Maximilian Bernhard; Niklas Strauß; Matthias Schubert (ICCV, 2023)

GRAtt-VIS: Gated Residual Attention for Auto Rectifying Video Instance Segmentation. - Tanveer Hannan; Rajat Koner; Maximilian Bernhard; Suprosanna Shit; Bjoern H. Menze; Volker Tresp; Matthias Schubert; Thomas Seidl 001 (CoRR, 2023)

Context Matters: Leveraging Spatiotemporal Metadata for Semi-Supervised Learning on Remote Sensing Images. - Maximilian Bernhard; Tanveer Hannan; Niklas Strauß; Matthias Schubert (ECAI, 2024)

GRAtt-VIS: Gated Residual Attention for Video Instance Segmentation. - Tanveer Hannan; Rajat Koner; Maximilian Bernhard; Suprosanna Shit; Bjoern H. Menze; Volker Tresp; Matthias Schubert; Thomas Seidl 001 (ICPR (16), 2024)

Autoregressive Policy Optimization for Constrained Allocation Tasks. - David Winkel; Niklas Strauß; Maximilian Bernhard; Zongyue Li; Thomas Seidl 001; Matthias Schubert (NeurIPS, 2024)

What's Outside the Intersection? Fine-grained Error Analysis for Semantic Segmentation Beyond IoU. - Maximilian Bernhard; Roberto Amoroso; Yannic Kindermann; Lorenzo Baraldi 001; Rita Cucchiara; Volker Tresp; Matthias Schubert (WACV, 2024)

CaRaFFusion: Improving 2D Semantic Segmentation With Camera-Radar Point Cloud Fusion and Zero-Shot Image Inpainting. - Huawei Sun; Bora Kunter Sahin; Georg Stettinger; Maximilian Bernhard; Matthias Schubert; Robert Wille (IEEE Robotics Autom. Lett., 2025)