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Link to Niki Kilbertus Receives Prestigious ERC Starting Grant

08.09.2025

Niki Kilbertus Receives Prestigious ERC Starting Grant

Award Supports Project “DYNAMICAUS” on Causal Modeling in Complex Systems

MCML PI Niki Kilbertus has been awarded a prestigious ERC Starting Grant by the European Research Council. The grant supports his project DYNAMICAUS, which combines machine learning, causal inference, and mechanistic modeling to study interventions in complex systems. By advancing methods that …

Link to 3D Machine Perception Beyond Vision - With Researcher Riccardo Marin

08.09.2025

3D Machine Perception Beyond Vision - With Researcher Riccardo Marin

Research Film

Can AI understand the world in 3D the way we do? Riccardo Marin, researcher at TUM and MCML, works at the intersection of computer vision and 3D geometry to teach machines how to perceive shapes, patterns, and spatial structures. His work ranges from detecting production flaws in manufacturing to …

Link to Gitta Kutyniok Appears on ARD Audiothek

01.09.2025

Gitta Kutyniok Appears on ARD Audiothek

Discussing AI and Machine Learning in Today’s Research

Our PI Gitta Kutyniok appeared as a guest on the IQ – Wissenschaft und Forschung podcast on ARD Audiothek. The episode, titled “Grüne Rechenzentren – Wie werden sie klimaneutral?”, explores how data centers can operate climate-neutrally despite rising energy demands from AI applications. Gitta …

Link to AI for Personalized Psychiatry - With Researcher Clara Vetter

01.09.2025

AI for Personalized Psychiatry - With Researcher Clara Vetter

Research Film

Can AI help us understand why some people develop mental disorders while others remain resilient? Clara Vetter, PhD candidate at LMU and MCML, uses machine learning to uncover hidden patterns in brain scans, genetic data, and even smartphone-based information. Her goal: identifying biological markers that could improve diagnosis and treatment in …

Link to Satellite Insights for a Sustainable Future - With Researcher Ivica Obadic

25.08.2025

Satellite Insights for a Sustainable Future - With Researcher Ivica Obadic

Research Film

Can AI from satellite imagery help us design more liveable cities, improve well-being, and ensure sustainable food production? Ivica Obadić, PhD student at TUM and MCML, develops transparent AI models that not only predict change but also give actionable insights for urban planners.

Link to Björn Ommer Featured on IT-BUSINESS Podcast

21.08.2025

Generative AI in Germany

MCML PI Björn Ommer was a guest on the eighth episode of the IT-BUSINESS podcast IT ImPuls. Together with hosts Mihriban Dincel and Agnes Panjas, he discussed the current state of generative AI in Germany, the strategic opportunities it offers, and the importance of digital sovereignty and open-source initiatives for staying competitive in the …

Link to Nils Thuerey Develops New Method for Realistic Fluid Simulation

19.08.2025

Nils Thuerey Develops New Method for Realistic Fluid Simulation

TUM News Article

MCML Principal Investigator Nils Thuerey and his team at TUM have introduced a novel approach that enables highly realistic simulations of fluids, capturing the complex interplay of air and water. The method holds promise for applications in visual effects, scientific research, and engineering.

Link to Mingyang Wang Receives Award at ACL 2025

18.08.2025

Mingyang Wang Receives Award at ACL 2025

Award for Impactful Contribution to Reliable and Inclusive NLP

MCML Junior Member Mingyang Wang has been honored with the SAC Highlights Award at ACL 2025 for the paper “Lost in Multilinguality: Dissecting Cross-lingual Factual Inconsistency in Transformer Language Models.” This award recognizes impactful research advancing the understanding of factual consistency across languages in large language models, …

Link to Digital Twins for Surgery - With Researcher Azade Farshad

18.08.2025

Digital Twins for Surgery - With Researcher Azade Farshad

Research Film

Azade Farshad researches digital twins of patients at TUM and MCML to improve personalized treatment, surgical planning, and training. Using graph-based analysis and multimodal patient data, she builds models that create realistic surgical simulations — helping surgeons preview procedures, spot potential complications, and optimize strategies.

Link to Digdeep Podcast: From University to CEO and Back – Entrepreneurship at LMU With Philipp Baaske

14.08.2025

Digdeep Podcast: From University to CEO and Back – Entrepreneurship at LMU With Philipp Baaske

News From the Digital World by MCML PI Frauke Kreuter and Christof Horn

In the new episode of #digdeep, Philipp Baaske let us know, how he turned his doctoral research into the globally successful company NanoTemper, which offers innovative machines for the pharmaceutical industry. The German education system opened up this opportunity for him, and he sees it as his duty to give something back to society. Starting in …

Link to From Physics Dreams to Algorithm Discovery - With Niki Kilbertus

13.08.2025

From Physics Dreams to Algorithm Discovery - With Niki Kilbertus

Research Film

As a kid, Niki Kilbertus dreamed of becoming a theoretical physicist and discovering a fundamental law of nature. But when reality proved more complex, he found a new path through computer science.

Link to Tracking Actions in Space and Time: ICCV 2025 Challenge & Workshop

12.08.2025

Tracking Actions in Space and Time: ICCV 2025 Challenge & Workshop

MCML Research Insight - With Tanveer Hannan, Mark Weber, and Thomas Seidl

Tracking actions, not just objects: The Spatiotemporal Action Grounding Challenge and Workshop at ICCV 2025 focusses on detecting and localizing actions both in space and time within complex, real-world videos. Unlike standard action recognition, this task requires identifying when and where an action occurs, pushing models to handle long, diverse, …

Link to AI for Dynamic Urban Mapping - With Researcher Shanshan Bai

11.08.2025

AI for Dynamic Urban Mapping - With Researcher Shanshan Bai

Research Film

Imagine using social media to build a “living map” of our cities. Meet Shanshan Bai, MCML junior member and PhD student at TUM, who’s decoding the world around us with geo-tagged social media data.

Link to Precise and Subject-Specific Attribute Control in AI Image Generation

07.08.2025

Precise and Subject-Specific Attribute Control in AI Image Generation

MCML Research Insight - With Felix Krause, Vincent Tao Hu, and Björn Ommer

Text-to-image (T2I) models like Stable Diffusion have become masters at turning prompts like “a happy man and a red car” into vivid, detailed images. But what if you want the man to look just a little older, or the car to appear slightly more luxurious without changing anything else? Until now, that level of subtle, subject-specific control was …

Link to What Is Intelligence—and What Kind of Intelligence Do We Want in Our Future? With Sven Nyholm

06.08.2025

What Is Intelligence—and What Kind of Intelligence Do We Want in Our Future? With Sven Nyholm

Research Film

Sven Nyholm, Chair of the Ethics of AI at LMU Munich and PI at MCML, explores one of the most urgent questions in AI: how responsibility, agency, and credit shift when intelligent systems make decisions for us.

Link to MCML PI Björn Schuller Featured in ARD Documentary on AI and Depression Therapy

05.08.2025

Depression - How to Get Out of It?

In the recent ARD documentary “Depression – wie kommt man wieder raus?", MCML Principal Investigator Björn Schuller shares insights on the role of artificial intelligence in mental health care. He discusses how AI systems can support the diagnosis and treatment of depression by analyzing voice, facial expressions, and behavior patterns. These …

Link to AI for Better Social Media - With Researcher Dominik Bär

04.08.2025

AI for Better Social Media - With Researcher Dominik Bär

Research Film

Meet Dominik Bär, MCML junior member and PhD student at LMU exploring how AI can enhance the integrity of social media platforms. Dominik’s work goes beyond just detecting harmful content like hate speech and misinformation. He’s developing AI that understands why content is posted and generates thoughtful, human-like responses - so-called …

Link to Stephan Günnemann Featured in BR24

01.08.2025

Autonomous AI Agents: Support or Takeover?

MCML PI Stephan Günnemann was recently featured in a BR24 segment discussing the rise of autonomous AI agents. He clarified the key distinction between AI assistants like ChatGPT and true agents: autonomy in both planning and execution. While companies such as Softbank envision agents taking over tasks from programming to corporate decision-making, …

Link to Fabian Theis Receives 2025 ISCB Innovator Award

01.08.2025

Fabian Theis Receives 2025 ISCB Innovator Award

Recognized for Advancing AI-Driven Biological Research

MCML PI Fabian Theis has been awarded the 2025 ISCB Innovator Award by the International Society for Computational Biology. The award honors leading scientists who have made progressive contributions to computational biology and opened new directions in the field. Congratulations from us!

Link to MCML Hosts “AI and School in Dialogue”

01.08.2025

MCML Hosts “AI and School in Dialogue”

How Can Schools Prepare the Next Generation for an AI-Driven World?

This week, the Munich Center for Machine Learning hosted the event „KI und Schule im Dialog – Forschung, Bildungspolitik und Unterrichtspraxis” (AI and school in dialogue - research, education policy and teaching practice).

Link to Digdeep Podcast: Merantix – How Do You Build Europe's Most Successful AI Campus, Rasmus Rothe?

01.08.2025

Digdeep Podcast: Merantix – How Do You Build Europe's Most Successful AI Campus, Rasmus Rothe?

News From the Digital World by MCML PI Frauke Kreuter and Christof Horn

In the new episode of #digdeep, Rasmus Rothe explains, how the company Merantix from Berlin combines AI startups, investments, and applications. Europe has developed significant artificial intelligence methods and plays a central role in industrial applications. The fundamental AI models are increasingly becoming common knowledge and readily …

Link to From Vulnerable to Verified: Exact Certificates Shield Models From Label‑Flipping

31.07.2025

From Vulnerable to Verified: Exact Certificates Shield Models From Label‑Flipping

MCML Research Insight - With Lukas Gosch, Stephan Günnemann and Debarghya Ghoshdastidar

Machine‑learning models can be undermined before training even starts. By silently altering a small share of training labels - marking “spam” as “not‑spam,” for instance - an attacker can cut accuracy by double‑digit percentages. The paper “Exact Certification of (Graph) Neural Networks Against Label Poisoning” by MCML Junior Member Lukas Gosch, …

Link to Tracking Our Changing Planet From Space - With Xiaoxiang Zhu

30.07.2025

Tracking Our Changing Planet From Space - With Xiaoxiang Zhu

Research Film

From dreaming of seeing the Earth from space to leading efforts to understand our planet using AI and satellite data to tackle urgent global challenges. Xiaoxiang Zhu, Chair Professor for Data Science in Earth Observation at TUM and PI at MCML, develops machine learning systems that analyze petabytes of satellite imagery. Her work focuses on …

Link to Yusuf Sale Receives IJAR Young Researcher Award

29.07.2025

Yusuf Sale Receives IJAR Young Researcher Award

Award for Promising Work in Uncertainty Quantification at ISIPTA 2025

MCML Junior Member Yusuf Sale has been honored with one of the IJAR Young Researcher Awards at ISIPTA 2025. This prestigious award, presented by the International Journal of Approximate Reasoning, recognizes early-career researchers for outstanding contributions in the field of imprecise probabilities and uncertainty quantification. Congratulations …

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