Jaeger, Paul F

15 publications

TMLR 2026 Finally Outshining the Random Baseline: A Simple and Effective Solution for Active Learning in 3D Biomedical Imaging Carsten T. Lüth, Jeremias Traub, Kim-Celine Kahl, Till J. Bungert, Lukas Klein, Lars Krämer, Paul F Jaeger, Klaus Maier-Hein, Fabian Isensee

ICLRW 2025 Bridging Vision Language Model (VLM) Evaluation Gaps with a Framework for Scalable and Cost-Effective Benchmark Generation Tim Rädsch, Leon Mayer, Simon Pavicic, Ali Emre Kavur, Marcel Knopp, Barış Öztürk, Klaus Maier-Hein, Paul F Jaeger, Fabian Isensee, Annika Reinke, Lena Maier-hein

ICLRW 2025 Domain-Specific Benchmarking of Vision-Language Models: A Task Augmentation Framework Using Metadata Tim Rädsch, Leon Mayer, Simon Pavicic, Ali Emre Kavur, Marcel Knopp, Barış Öztürk, Klaus Maier-Hein, Paul F Jaeger, Fabian Isensee, Annika Reinke, Lena Maier-hein

WACV 2025 Enhancing Predictive Imaging Biomarker Discovery Through Treatment Effect Analysis Shuhan Xiao, Lukas Klein, Jens Petersen, Philipp Vollmuth, Paul F. Jaeger, Klaus H. Maier-Hein

TMLR 2025 SURE-VQA: Systematic Understanding of Robustness Evaluation in Medical VQA Tasks Kim-Celine Kahl, Selen Erkan, Jeremias Traub, Carsten T. Lüth, Klaus Maier-Hein, Lena Maier-hein, Paul F Jaeger

TMLR 2025 nnActive: A Framework for Evaluation of Active Learning in 3D Biomedical Segmentation Carsten T. Lüth, Jeremias Traub, Kim-Celine Kahl, Till J. Bungert, Lukas Klein, Lars Krämer, Paul F Jaeger, Fabian Isensee, Klaus Maier-Hein

NeurIPSW 2024 Explainable AI-Based Analysis of Human Pancreas Sections Detects Traits of Type 2 Diabetes Lukas Klein, Sebastian Ziegler, Felicia Gerst, Yanni Morgenroth, Karol Gotkowski, Eyke Schöniger, Nicole Kipke, Annika Seiler, Ellen Geibelt, Martin Heni, Silvia Wagner, Silvio Nadalin, Falko Fend, Daniela Aust, Andre Mihaljevic, Daniel Hartmann, Jurgen Weitz, Reiner Jumpertz-von Schwartzenberg, Marius Distler, Andreas Birkefeld, Susanne Ullrich, Paul F Jaeger, Fabian Isensee, Michele Solimena, Robert Wagner

NeurIPSW 2024 Interactive Semantic Interventions for VLMs: A Causality-Inspired Investigation of VLM Failures Lukas Klein, Kenza Amara, Carsten T. Lüth, Hendrik Strobelt, Mennatallah El-Assady, Paul F Jaeger

NeurIPSW 2024 Interactive Semantic Interventions for VLMs: A Human-in-the-Loop Approach to Interpretability Lukas Klein, Kenza Amara, Carsten T. Lüth, Antonio Foncubierta-Rodríguez, Hendrik Strobelt, Mennatallah El-Assady, Paul F Jaeger

NeurIPSW 2024 Interactive Semantic Interventions for VLMs: A Human-in-the-Loop Investigation of VLM Failure Lukas Klein, Kenza Amara, Carsten T. Lüth, Hendrik Strobelt, Mennatallah El-Assady, Paul F Jaeger

NeurIPSW 2024 Interactive Semantic Interventions for VLMs: Breaking VLMs with Human Ingenuity Lukas Klein, Kenza Amara, Carsten T. Lüth, Hendrik Strobelt, Mennatallah El-Assady, Paul F Jaeger

ICLR 2024 ValUES: A Framework for Systematic Validation of Uncertainty Estimation in Semantic Segmentation Kim-Celine Kahl, Carsten T. Lüth, Maximilian Zenk, Klaus Maier-Hein, Paul F Jaeger

ICLR 2023 A Call to Reflect on Evaluation Practices for Failure Detection in Image Classification Paul F Jaeger, Carsten Tim Lüth, Lukas Klein, Till J. Bungert

MIDL 2023 Improving Explainability of Disentangled Representations Using Multipath-Attribution Mappings Lukas Klein, João B. S. Carvalho, Mennatallah El-Assady, Paolo Penna, Joachim M. Buhmann, Paul F. Jaeger

ICMLW 2023 Risk-Adjusted Training and Evaluation for Medical Object Detection in Breast Cancer MRI Dimitrios Bounias, Michael Baumgartner, Peter Neher, Balint Kovacs, Ralf Floca, Paul F Jaeger, Lorenz Kapsner, Jessica Eberle, Dominique Hadler, Frederik Laun, Sabine Ohlmeyer, Klaus Maier-Hein, Sebastian Bickelhaupt