Publications

Patrick Stiller, Varun Makdani, Franz Pöschel, Richard Pausch, Alexander Debus, Michael Bussmann, and Nico Hoffmann. Continual learning autoencoder training for a particle-in-cell simulation via streaming. 2022. [PUMA: Continual Zno autoencoder imported learning particle-in-cell simulation training] URL

Maksim Kukushkin, Matthias Enders, Reinhard Kaschuba, Martin Bogdan, and Thomas Schmid. Canola seed or not? Autoencoder-based Anomaly Detection in AgriculturalSeedProduction. INFORMATIK 2023 - Designing Futures: Zukünfte gestalten, 1645--1652, Gesellschaft für Informatik e.V., Bonn, 2023. [PUMA: Agricultural Anomaly Autoencoder Detection Production Seed Zno]

Maksim Kukushkin, Martin Bogdan, and Thomas Schmid. BiCAE -- A Bimodal Convolutional Autoencoder for Seed Purity Testing. In Albert Bifet, Tomas Krilavicius, Ioanna Miliou, and Slawomir Nowaczyk (Eds.), Machine Learning and Knowledge Discovery in Databases. Applied Data Science Track, 447--462, Springer Nature Switzerland, Cham, 2024. [PUMA: Autoencoder BiCAE Bimodal Convolutional Purity Seed Testing Zno]