Downstream Application of Foundation Models

Researcher

Tristan Kenneweg

Publications

• Tristan Kenneweg, Philp Kenneweg, Barbara Hammer (2024): Foundation Model Vision Transformers are Great Tracking Backbones Full Publication

Collaboration

Michiel Straat, Thorben Markmann, Hans Hader

Research Theme

R3 Sustainability & Efficiency

Tags

LLMs

Foundation Models change the paradigma of Machine Learning. Instead of training new models for specific tasks, foundation models build a backbone upon which complex problems can be solved. My task is to identify areas where foundation models can be used beneficially and more effectively and design algorithms for downstream applications.