TRESP Lab
Welcome! We are the TRESP* Lab at the Institiute of Informatics at LMU Munich directed by Prof. Dr. Volker Tresp.
Pushing the Boundaries: Advancing AI for a Peaceful and Humane Future
At TRESP Lab, we push the limits of AI by developing advanced representation learning techniques that enable machines to understand and reason about the world in a structured and interpretable way. Our research spans knowledge graphs, multimodal learning, and AI-driven understanding, allowing systems to seamlessly integrate diverse information sources—text, images, and video—into a comprehensive and actionable model of complex environments.
By enhancing multimodal perception and reasoning, we strive to create AI that not only grasps human intentions and the physical world but does so in alignment with human values. Our work prioritizes robustness, trustworthiness, and ethical AI development, ensuring these technologies foster a more peaceful and humane future.
We are always looking for motivated students to conduct guided research and thesis. Please check Openings for more details!
TRESP Stands for Trustworthy-Responsible-Ethical-Sustainable-Peaceful (TRESP)