Jennifer Werner

According to our database, Jennifer Werner authored at least 8 papers between 2022 and 2026.

Collaborative distances:

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

2026

Automated Batch Distillation Process Simulation for a Large Hybrid Dataset for Deep Anomaly Detection.

Jennifer Werner, Justus Arweiler, Indra Jungjohann, Jochen Schmid, Fabian Jirasek, Hans Hasse, Michael Bortz

CoRR, April, 2026

2025

DiffStyleTS: Diffusion Model for Style Transfer in Time Series.

Mayank Nagda, Phil Ostheimer, Justus Arweiler, Indra Jungjohann, Jennifer Werner, Dennis Wagner, Aparna Muraleedharan, Pouya Jafari, Jochen Schmid, Fabian Jirasek, Jakob Burger, Michael Bortz, Hans Hasse, Stephan Mandt, Marius Kloft, Sophie Fellenz

CoRR, October, 2025

Diff-KNN: Residual Correction of Baseline Wind Predictions in Urban Settings.

Dimitri Nowak, Jennifer Werner, Franziska Hunger, Tomas Johnson, Andreas Mark, Radostin Mitkov, Fredrik Edelvik

Mach. Learn. Knowl. Extr., 2025

Style Transfer for High-Fidelity Time Series Augmentation.

Mayank Nagda, Phil Ostheimer, Justus Arweiler, Indra Jungjohann, Jennifer Werner, Dennis Wagner, Aparna Muraleedharan, Pouya Jafari, Jochen Schmid, Fabian Jirasek, Jakob Burger, Michael Bortz, Hans Hasse, Stephan Mandt, Marius Kloft, Sophie Fellenz

Proceedings of the Machine Learning and Principles and Practice of Knowledge Discovery in Databases, 2025

2024

Predicting Wind Comfort in an Urban Area: A Comparison of a Regression- with a Classification-CNN for General Wind Rose Statistics.

Jennifer Werner, Dimitri Nowak, Franziska Hunger, Tomas Johnson, Andreas Mark, Alexander Gösta, Fredrik Edelvik

Mach. Learn. Knowl. Extr., March, 2024

Optimisation of city structures with respect to high wind speeds using U-Net models.

Dimitri Nowak, Jennifer Werner, Quentin Parsons, Tomas Johnson, Andreas Mark, Fredrik Edelvik

Eng. Appl. Artif. Intell., 2024

A Benchmark Suite for Verifying Neural Anomaly Detectors in Distillation Processes.

Simon Lutz, Justus Arweiler, Aparna Muraleedharan, Niklas Kahlhoff, Fabian Hartung, Indra Jungjohann, Mayank Nagda, Daniel Reinhardt, Dennis Wagner, Jennifer Werner, Justus C. Will, Jakob Burger, Michael Bortz, Hans Hasse, Sophie Fellenz, Fabian Jirasek, Marius Kloft, Heike Leitte, Stephan Mandt, Steffen Reithermann, Jochen Schmid, Daniel Neider

Proceedings of the Machine Learning and Principles and Practice of Knowledge Discovery in Databases, 2024

2022

Automatic facial skin feature detection for everyone.

Qian Zheng, Ankur Purwar, Heng Zhao, Guang Liang Lim, Ling Li, Debasish Behera, Qian Wang, Min Tan, Rizhao Cai, Jennifer Werner, Dennis Sng, Maurice van Steensel, Weisi Lin, Alex C. Kot

Proceedings of the Imaging and Multimedia Analytics at the Edge 2022, 2022