Till J. Bungert

Publication Activity (10 Years)

Years Active: 2022-2024
Publications (10 Years): 8

Top Topics

Active Learning

Image Classification

Medical Diagnostic

Top Venues

Bildverarbeitung für die Medizin

Publications

Till J. Bungert, Levin Kobelke, Paul F. Jaeger
Abstract: Understanding Silent Failures in Medical Image Classification. Bildverarbeitung für die Medizin (2024)
Jeremias Traub, Till J. Bungert, Carsten T. Lüth, Michael Baumgartner, Klaus H. Maier-Hein, Lena Maier-Hein, Paul F. Jaeger
Overcoming Common Flaws in the Evaluation of Selective Classification Systems. CoRR (2024)
Paul F. Jaeger, Carsten T. Lüth, Lukas Klein, Till J. Bungert
A Call to Reflect on Evaluation Practices for Failure Detection in Image Classification. ICLR (2023)
Till J. Bungert, Levin Kobelke, Paul F. Jaeger
Understanding Silent Failures in Medical Image Classification. CoRR (2023)
Till J. Bungert, Levin Kobelke, Paul F. Jäger
Understanding Silent Failures in Medical Image Classification. MICCAI (3) (2023)
Carsten T. Lüth, Till J. Bungert, Lukas Klein, Paul F. Jaeger
Toward Realistic Evaluation of Deep Active Learning Algorithms in Image Classification. CoRR (2023)
Carsten T. Lüth, Till J. Bungert, Lukas Klein, Paul Jaeger
Navigating the Pitfalls of Active Learning Evaluation: A Systematic Framework for Meaningful Performance Assessment. NeurIPS (2023)
Paul F. Jaeger, Carsten T. Lüth, Lukas Klein, Till J. Bungert
A Call to Reflect on Evaluation Practices for Failure Detection in Image Classification. CoRR (2022)