Nils Friederich

According to our database, Nils Friederich authored at least 13 papers between 2023 and 2026.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2026

Data Synthesis Improves 3D Myotube Instance Segmentation.

David Exler, Nils Friederich, Martin Krüger, John Jbeily, Mario Vitacolonna, Rüdiger Rudolf, Ralf Mikut, Markus Reischl

CoRR, April, 2026

2025

Self-Supervised Learning Strategies for a Platform to Test the Toxicity of New Chemicals and Materials.

Thomas Lautenschlager, Nils Friederich, Angelo Jovin Yamachui Sitcheu, Katja Nau, Gaëlle Hayot, Thomas Dickmeis, Ralf Mikut

CoRR, October, 2025

Are Foundation Models Ready for Industrial Defect Recognition? A Reality Check on Real-World Data.

Simon Baeuerle, Pratik Khanna, Nils Friederich, Angelo Jovin Yamachui Sitcheu, Damir Shakirov, Andreas Steimer, Ralf Mikut

CoRR, September, 2025

LeDiFlow: Learned Distribution-guided Flow Matching to Accelerate Image Generation.

Pascal Zwick, Nils Friederich, Maximilian Beichter, Lennart Hilbert, Ralf Mikut, Oliver Bringmann

CoRR, May, 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, Johannes Seiffarth, Katharina Nöh, Ralf Mikut

CoRR, April, 2025

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, March, 2025

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, Johannes Seiffarth, Katharina Nöh, Ralf Mikut

CoRR, 2024

Security Fence Inspection at Airports Using Object Detection.

Nils Friederich, Andreas Specker, Jürgen Beyerer

Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision Workshops, 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

Proceedings of the 15th ACM International Conference on Future and Sustainable Energy Systems, 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

Proceedings of the 15th ACM International Conference on Future and Sustainable Energy Systems, 2024

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

Proceedings of the Computer Vision - ECCV 2024 Workshops, 2024

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

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