LU-Net: Invertible Neural Networks Based on Matrix Factorization. - Robin Chan; Sarina Penquitt; Hanno Gottschalk (IJCNN, 2023)

LMD: Light-Weight Prediction Quality Estimation for Object Detection in Lidar Point Clouds. - Tobias Riedlinger; Marius Schubert; Sarina Penquitt; Jan-Marcel Kezmann; Pascal Colling; Karsten Kahl; Lutz Roese-Koerner; Michael Arnold; Urs Zimmermann; Matthias Rottmann (Int. J. Comput. Vis., 2025)

From Label Error Detection to Correction: A Modular Framework and Benchmark for Object Detection Datasets. - Sarina Penquitt; Jonathan Klees; Rinor Cakaj; Daniel Kondermann; Matthias Rottmann; Lars Schmarje (CoRR, 2025)