Projects
Our publicly fundet reserach projects: direct links to project websites.
Current Projects
LLM-PraxisIMLA with 4 Industry PartnersLarge Language Models (LLMs) for practical applications.
KI-BohrerIMLA with Herrenknecht AGGenerative Models + Reinforcement Learning for the optimization of geothermal drilling
ClimateVisionsat Uni Mannheim with TU Munichautomated image analysis of Reactions and Emotions from Images on Climate Change in Social Media
Learning to SenseDFG Research Unit 5336 at Uni SiegenJointly Optimizing Sensor System Designs and Neural Networks
DLseisIndustry Consortium at ITWMDeep Learning in Seismic / Geophysics
Past Projects
Gaia-X4KIBMWk fundet project at IMLA and ITWMThe GAIA-X 4 KI project investigates the development of a data and service ecosystem for the training and validating of artificial intelligence (AI) applications.
Q-AMeLiAfundet by the state of Baden-Würtemberg at IMLAQuality Assurance of Machine Learning Applications.
Deep Topology Learningwith Uni Freiburg, LRZ + Psiori at ITWM and Uni MannheimAutoML at HPC scale. Find and optimize DNN hyper-parameters and topologies.
DFG Research Project 360826079Video Segmentation from Multiple Representations using Lifted Multicuts