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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 What Words Reveal: Analyzing Language in the Trump–Harris 2024 Debate

26.06.2025

What Words Reveal: Analyzing Language in the Trump–Harris 2024 Debate

MCML Research Insight - With Philipp Wicke

In presidential debates, every word counts - not only what candidates say but how they say it. Words are carefully selected to resonate with voters’ values, fears, and hopes. A new insightful study by MCML Junior Member Philipp Wicke and Marianna M. Bolognesi dives deep into the September 10, 2024 …

Link to When Clinical Expertise Meets AI Innovation – With Michael Ingrisch

25.06.2025

When Clinical Expertise Meets AI Innovation – With Michael Ingrisch

Research Film

Artificial intelligence has enormous potential in radiology — but realizing it requires more than good algorithms. Michael Ingrisch, Clinical Data Science Professor at LMU and MCML PI, shares how his team took a practical approach: identifying a key diagnostic challenge in PET CT imaging and inviting …

Link to Autonomous Driving: From Infinite Possibilities to Safe Decisions— With Matthias Althoff

23.06.2025

Autonomous Driving: From Infinite Possibilities to Safe Decisions— With Matthias Althoff

Research Film

How can we guarantee that autonomous vehicles always make the right decision in unpredictable traffic?
Matthias Althoff, Professor at the chair of Cyber-Physical Systems at the Technical University of Munich and MCML PI, explores the complex challenge of ensuring safety in AI-powered driving systems.

Link to Zooming in on Moments: ReVisionLLM for Long-Form Video Understanding

20.06.2025

Zooming in on Moments: ReVisionLLM for Long-Form Video Understanding

MCML Research Insight - With Tanveer Hannan and Thomas Seidl

Imagine watching a two-hour video and trying to find the exact moment someone scores a goal - or says something important. Humans can do this with ease by skimming and zooming in. But for AI, finding specific moments in long videos is incredibly hard. Most current AI systems struggle to handle more than a few minutes of video at a time. They often …

Link to Why Causal Reasoning Is Crucial for Reliable AI Decisions

12.06.2025

Why Causal Reasoning Is Crucial for Reliable AI Decisions

MCML Research Insight - With Christoph Kern, Unai Fischer-Abaigar, Jonas Schweisthal, Dennis Frauen, Stefan Feuerriegel and Frauke Kreuter

As algorithms increasingly make decisions that impact our lives, from managing city traffic to recommending hospital treatments, one question becomes urgent: Can we trust them?

Link to Better Data, Smarter AI: Why Quality Matters – With Frauke Kreuter

11.06.2025

Better Data, Smarter AI: Why Quality Matters – With Frauke Kreuter

Research Film

How does data quality shape the future of AI? Frauke Kreuter, Professor at the Chair of Statistics and Data Science at LMU Munich and MCML PI, shares her insights on the fundamental role of data quality in the development and deployment of AI.

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