Till J. Bungert

15 papers A* 4Journal 9Unranked 2
YearRankTypeTitle / Venue / Authors
2026 J jnl
Finally Outshining the Random Baseline: A Simple and Effective Solution for Active Learning in 3D Biomedical Imaging.
CoRR
Carsten T. Lüth, Jeremias Traub, Kim-Celine Kahl, Till J. Bungert, Lukas Klein, Lars Krämer, Paul F. Jäger, Klaus H. Maier-Hein, Fabian Isensee
2026 J jnl
Finally Outshining the Random Baseline: A Simple and Effective Solution for Active Learning in 3D Biomedical Imaging.
Trans. Mach. Learn. Res.
Carsten T. Lüth, Jeremias Traub, Kim-Celine Kahl, Till J. Bungert, Lukas Klein, Lars Krämer, Paul F. Jaeger, Klaus H. Maier-Hein, Fabian Isensee
2025 J jnl
nnActive: A Framework for Evaluation of Active Learning in 3D Biomedical Segmentation.
CoRR
Carsten T. Lüth, Jeremias Traub, Kim-Celine Kahl, Till J. Bungert, Lukas Klein, Lars Krämer, Paul F. Jaeger, Fabian Isensee, Klaus H. Maier-Hein
2025 J jnl
nnActive: A Framework for Evaluation of Active Learning in 3D Biomedical Segmentation.
Trans. Mach. Learn. Res.
Carsten T. Lüth, Jeremias Traub, Kim-Celine Kahl, Till J. Bungert, Lukas Klein, Lars Krämer, Paul F. Jaeger, Fabian Isensee, Klaus H. Maier-Hein
2024 — conf
Abstract: Understanding Silent Failures in Medical Image Classification.
Bildverarbeitung für die Medizin
Till J. Bungert, Levin Kobelke, Paul F. Jaeger
2024 A* conf
Navigating the Maze of Explainable AI: A Systematic Approach to Evaluating Methods and Metrics.
NeurIPS
Lukas Klein, Carsten T. Lüth, Udo Schlegel, Till J. Bungert, Mennatallah El-Assady, Paul F. Jaeger
2024 J jnl
Navigating the Maze of Explainable AI: A Systematic Approach to Evaluating Methods and Metrics.
CoRR
Lukas Klein, Carsten T. Lüth, Udo Schlegel, Till J. Bungert, Mennatallah El-Assady, Paul F. Jäger
2024 A* conf
Overcoming Common Flaws in the Evaluation of Selective Classification Systems.
NeurIPS
Jeremias Traub, Till J. Bungert, Carsten T. Lüth, Michael Baumgartner, Klaus H. Maier-Hein, Lena Maier-Hein, Paul F. Jaeger
2024 J jnl
Overcoming Common Flaws in the Evaluation of Selective Classification Systems.
CoRR
Jeremias Traub, Till J. Bungert, Carsten T. Lüth, Michael Baumgartner, Klaus H. Maier-Hein, Lena Maier-Hein, Paul F. Jaeger
2023 A* conf
A Call to Reflect on Evaluation Practices for Failure Detection in Image Classification.
ICLR
Paul F. Jaeger, Carsten T. Lüth, Lukas Klein, Till J. Bungert
2023 A* conf
Navigating the Pitfalls of Active Learning Evaluation: A Systematic Framework for Meaningful Performance Assessment.
NeurIPS
Carsten T. Lüth, Till J. Bungert, Lukas Klein, Paul F. Jaeger
2023 J jnl
Toward Realistic Evaluation of Deep Active Learning Algorithms in Image Classification.
CoRR
Carsten T. Lüth, Till J. Bungert, Lukas Klein, Paul F. Jaeger
2023 — conf
Understanding Silent Failures in Medical Image Classification.
MICCAI (3)
Till J. Bungert, Levin Kobelke, Paul F. Jäger
2023 J jnl
Understanding Silent Failures in Medical Image Classification.
CoRR
Till J. Bungert, Levin Kobelke, Paul F. Jaeger
2022 J jnl
A Call to Reflect on Evaluation Practices for Failure Detection in Image Classification.
CoRR
Paul F. Jaeger, Carsten T. Lüth, Lukas Klein, Till J. Bungert