Lüth, Carsten T.

9 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
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 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
NeurIPS 2024 Overcoming Common Flaws in the Evaluation of Selective Classification Systems Jeremias Traub, Till J. Bungert, Carsten T. Lüth, Michael Baumgartner, Klaus H. Maier-Hein, Lena Maier-Hein, Paul F. Jäger
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