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Research Blog

Welcome to our research blog, where we proudly showcase the talents and achievements of our researchers, with a special focus on our junior members. Here, you’ll gain insight into their innovative work and the fresh ideas they bring to the ever-evolving fields of AI and machine learning.

Link to SceneDINO: How AI Learns to See and Understand Images in 3D–Without Human Labels

 

24.07.2025

SceneDINO: How AI Learns to See and Understand Images in 3D–Without Human Labels

MCML Research Insight - With Christoph Reich, Felix Wimbauer, and Daniel Cremers

Imagine looking at a single image and trying to understand the entire 3D scenery–not just what’s visible, but also what’s occluded. Humans do this effortlessly: when we see a photo of a tree, we intuitively grasp its 3D structure and semantic meaning. We learn this ability through interaction and …

Link to How Reliable Are Machine Learning Methods? With Anne-Laure Boulesteix and Milena Wünsch

 

23.07.2025

How Reliable Are Machine Learning Methods? With Anne-Laure Boulesteix and Milena Wünsch

Research Film

Often a new machine learning method claims to outperform the last. Whether it’s in bioinformatics, finance, or image recognition, the message is the same: this algorithm is faster, more accurate, more powerful. But can we trust those claims?

Link to AI-Powered Cortical Mapping for Neurodegenerative Disease Diagnoses - With Christian Wachinger

 

16.07.2025

AI-Powered Cortical Mapping for Neurodegenerative Disease Diagnoses - With Christian Wachinger

Research Film

Christian Wachinger, Professor of AI in Radiology at the Technical University of Munich and PI at MCML, is developing AI systems to precisely reconstruct the brain’s cortex — an extremely thin and highly folded sheet of neural tissue — in order to measure it for diagnostic use.

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