MLOps for Scarce Image Data: A Use Case in Microscopic Image Analysis. - Angelo Jovin Yamachui Sitcheu; Nils Friederich; Simon Baeuerle; Oliver Neumann; Markus Reischl; Ralf Mikut (CoRR, 2023)

AI-based automated active learning for discovery of hidden dynamic processes: A use case in light microscopy. - Nils Friederich; Angelo Jovin Yamachui Sitcheu; Oliver Neumann; Süheyla Eroglu-Kayikçi; Roshan Prizak; Lennart Hilbert; Ralf Mikut (CoRR, 2023)

Tracking One-in-a-Million: Large-Scale Benchmark for Microbial Single-Cell Tracking with Experiment-Aware Robustness Metrics. - Johannes Seiffarth; Luisa Blöbaum; Richard D. Paul; Nils Friederich; Angelo Jovin Yamachui Sitcheu; Ralf Mikut; Hanno Scharr; Alexander Grünberger; Katharina Nöh (ECCV Workshops (16), 2024)

Decision-Focused Retraining of Forecast Models for Optimization Problems in Smart Energy Systems. - Maximilian Beichter; Dorina Werling; Benedikt Heidrich; Kaleb Phipps; Oliver Neumann; Nils Friederich; Ralf Mikut; Veit Hagenmeyer (e-Energy, 2024)

Intrinsic Explainable Artificial Intelligence Using Trainable Spatial Weights on Numerical Weather Predictions. - Oliver Neumann; Maximilian Beichter; Benedikt Heidrich; Nils Friederich; Veit Hagenmeyer; Ralf Mikut (e-Energy, 2024)

Security Fence Inspection at Airports Using Object Detection. - Nils Friederich; Andreas Specker; Jürgen Beyerer (WACV (Workshops), 2024)

EAP4EMSIG - Experiment Automation Pipeline for Event-Driven Microscopy to Smart Microfluidic Single-Cells Analysis. - Nils Friederich; Angelo Jovin Yamachui Sitcheu; Annika Nassal; Matthias Pesch; Erenus Yildiz; Maximilian Beichter; Lukas Scholtes; Bahar Akbaba; Thomas Lautenschlager; Oliver Neumann; Dietrich Kohlheyer; Hanno Scharr; et al. (CoRR, 2024)

Decision-Focused Fine-Tuning of Time Series Foundation Models for Dispatchable Feeder Optimization. - Maximilian Beichter; Nils Friederich; Janik Pinter; Dorina Werling; Kaleb Phipps; Sebastian Beichter; Oliver Neumann; Ralf Mikut; Veit Hagenmeyer; Benedikt Heidrich (CoRR, 2025)

EAP4EMSIG - Enhancing Event-Driven Microscopy for Microfluidic Single-Cell Analysis. - Nils Friederich; Angelo Jovin Yamachui Sitcheu; Annika Nassal; Erenus Yildiz; Matthias Pesch; Maximilian Beichter; Lukas Scholtes; Bahar Akbaba; Thomas Lautenschlager; Oliver Neumann; Dietrich Kohlheyer; Hanno Scharr; et al. (CoRR, 2025)

LeDiFlow: Learned Distribution-guided Flow Matching to Accelerate Image Generation. - Pascal Zwick; Nils Friederich; Maximilian Beichter; Lennart Hilbert; Ralf Mikut; Oliver Bringmann 001 (CoRR, 2025)