2 papers
cs.LG2026
RangeAD: Fast On-Model Anomaly Detection
Luca Hinkamp, Simon Klüttermann, Emmanuel Müller
In practice, machine learning methods commonly require anomaly detection (AD) to filter inputs or detect distributional shifts. Typically, this is implemented by running a separate…
cs.CV2025
Do you see what I see? An Ambiguous Optical Illusion Dataset exposing limitations of Explainable AI
Carina Newen, Luca Hinkamp, Maria Ntonti +1
From uncertainty quantification to real-world object detection, we recognize the importance of machine learning algorithms, particularly in safety-critical domains such as autonomo…