From Black-box to White-box: Examining Confidence Calibration under different Conditions. - Franziska Schwaiger; Maximilian Henne; Fabian Küppers; Felippe Schmoeller Roza; Karsten Roscher; Anselm Haselhoff (SafeAI@AAAI, 2021)

Facilitating Change Implementation for Continuous ML-Safety Assurance. - Chih-Hong Cheng; Nguyen Anh Vu Doan; Balahari Balu; Franziska Schwaiger; Emmanouil Seferis; Simon Burton 001; Yassine Qamsane; Ankit Shukla; Yinchong Yang; Zhiliang Wu; Andreas Hapfelmeier; Ingo Thon (CoRR, 2022)

Preventing Errors in Person Detection: A Part-Based Self-Monitoring Framework. - Franziska Schwaiger; Andrea Matic; Karsten Roscher; Stephan Günnemann (IV, 2023)

Spiking CenterNet: A Distillation-boosted Spiking Neural Network for Object Detection. - Lennard Bodden; Duc Bach Ha; Franziska Schwaiger; Lars Kreuzberg; Sven Behnke (IJCNN, 2024)

Finding Dino: A plug-and-play framework for unsupervised detection of out-of-distribution objects using prototypes. - Poulami Sinhamahapatra; Franziska Schwaiger; Shirsha Bose; Huiyu Wang; Karsten Roscher; Stephan Günnemann (CoRR, 2024)

Finding Dino: A Plug-and-Play Framework for Zero-Shot Detection of Out-of-Distribution Objects Using Prototypes. - Poulami Sinhamahapatra; Franziska Schwaiger; Shirsha Bose; Huiyu Wang; Karsten Roscher; Stephan Günnemann (WACV, 2025)