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Jun 11, 2024

Meet Jens Sjölund at our Tübingen AI Talk Series #9

Jens will talk about 'Graph neural networks for numerical linear algebra'

May 22, 2024

Pint of Science Tübingen: Bridging Science and Society with a Pint

The Pint of Science festival recently made its debut in Tübingen, bringing together local science enthusiasts with scientists in three engaging pub events from May 13 to May 15, 2024.

May 10, 2024

AI image depicting a modern town, traffic, high-rise buildings and networks

Have a pint with your local scientist

Pint of Science comes to Tübingen with three pub events

All about AI in Tübingen

University of Tübingen

Max Planck Institute for Intelligent Systems

Cluster of Excellence: Machine Learning

Cyber Valley - Europe’s largest AI research consortium

ELLIS - the European Laboratory for Learning and Intelligent Systems

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University of Tübingen

The Eberhard Karls Universität Tübingen, the host organisation of Tübingen AI Center, is one of Germany's top universities. It has a strong Department of Computer Science in the Science Faculty as well as AI research in other fields, e.g. medicine.

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Max Planck Institute for Intelligent Systems

The Tübingen campus of the MPI for Intelligent System, partner of Tübingen University in the Tübingen AI Center, focuses on how intelligent systems process information to perceive, act and learn through research in the areas of machine learning, computer vision, and human-scale robotics.

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Cluster of Excellence: Machine Learning

The aim of the cluster of excellence "Machine learning - new perspectives for science" is to enable machine learning to take a central role in all aspects of scientific discovery and to understand how such a transformation will impact the scientific approach as a whole.

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Cyber Valley - Europe’s largest AI research consortium

Academic and private sector partners are building bridges between curiosity-driven basic research and applied research. Cyber Valley is Europe’s largest research consortium in the field of artificial intelligence.

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ELLIS - the European Laboratory for Learning and Intelligent Systems

ELLIS is a pan-European AI network of excellence focussing on fundamental science, technical innovation and societal impact. Founded in 2018, ELLIS builds upon machine learning as the driver for modern AI and aims to secure Europe’s sovereignty in this competitive field by creating a multi-centric AI research laboratory.

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Discover more AI research in Tübingen at the following institutions:

People

The Tübingen AI Center comprises 20 world-class machine learning research groups with more than 300 PhD students and Postdocs.

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Featured Publications

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Provably Learning Object-Centric Representations

Jack Brady, Roland S. Zimmermann, Yash Sharma, Bernhard Schölkopf, Julius von Kügelgen, Wieland Brendel

We analyze when object-centric representations can be learned without supervision and introduces two assumptions, compositionality and irreducibility, to prove that ground-truth object representations can be…

Zero-Shot Learning - A Comprehensive Evaluation of the Good, the Bad and the Ugly

Yongqin Xian, Christoph H. Lampert, Bernt Schiele, Zeynep Akata

Due to the importance of zero-shot learning, i.e. classifying images where there is a lack of labeled training data, the number of proposed approaches has recently increased steadily. We argue that it is time…

Occupancy Networks: Learning 3D Reconstruction in Function Space

Lars Mescheder, Michael Oechsle, Michael Niemeyer, Sebastian Nowozin, Andreas Geiger

With the advent of deep neural networks, learning-based approaches for 3D reconstruction have gained popularity. However, unlike for images, in 3D there is no canonical representation which is both…

Education

We foster AI talents

We believe that offering participation and education with hands-on experience from elementary school onwards will spark interest in AI at an early age - the ideal preparation for a career in Tübingen‘s top AI environment.

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The Machine Learning Cloud

The ML Cloud at Tübingen AI Center has been set up to fully meet the intense compute requirements of modern age AI workloads. It is the foundation of all research done by 430 active users across the Tübingen AI Center, the Cluster of Excellence „Machine Learning-New Perspectives for Science“ and the Cyber Valley. The hardware supports cutting-edge AI research, expanding data management and tools for collaborative work.
The ML Cloud consists of two clusters: Galvani with Nvidia 2080ti, A100 accelerator cards, and Ferranti with H100 cards. The ML Cloud is subject to constant extension.
It is an essential tool for scientists to perform large scale simulations in ML, enabling Tübingen AI Center to provide our excellent researchers with equally excellent computational infrastructure.

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The Tübingen AI Center is funded by the Federal Ministry of Education and Research and by the Ministry of Science, Research and Arts Baden-Württemberg