no code implementations • 13 Feb 2024 • David Haag, Devender Kumar, Sebastian Gruber, Mahdi Sareban, Gunnar Treff, Josef Niebauer, Christopher Bull, Jan David Smeddinck
We investigated the viability of using Large Language Models (LLMs) for triggering and personalizing content for Just-in-Time Adaptive Interventions (JITAIs) in digital health.
no code implementations • 18 Sep 2023 • Tim J. Adler, Jan-Hinrich Nölke, Annika Reinke, Minu Dietlinde Tizabi, Sebastian Gruber, Dasha Trofimova, Lynton Ardizzone, Paul F. Jaeger, Florian Buettner, Ullrich Köthe, Lena Maier-Hein
Current deep learning-based solutions for image analysis tasks are commonly incapable of handling problems to which multiple different plausible solutions exist.
1 code implementation • CVPR 2021 • Christian Tomani, Sebastian Gruber, Muhammed Ebrar Erdem, Daniel Cremers, Florian Buettner
First, we show that existing post-hoc calibration methods yield highly over-confident predictions under domain shift.