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Link to MCML at ICDM 2025

10.11.2025

MCML at ICDM 2025

Two Accepted Papers

We are happy to announce that MCML researchers have contributed a total of 2 papers to ICDM 2025. Congrats to our researchers!

Link to Industry Pitch Talks Recap

06.11.2025

Industry Pitch Talks Recap

With the Stadtwerke München (SWM)

On 4 November 2025, Stadtwerke München (SWM) welcomed representatives from the Munich Center for Machine Learning (MCML) for a focused session of Industry Pitchtalks. The event highlighted the growing synergy between academic research and real-world applications of artificial intelligence in energy, …

Link to AI, Ethics and Society Workshop

06.11.2025

AI, Ethics and Society Workshop

Short Recap

On 29 October 2025, the workshop “AI, Ethics and Society” brought together researchers and practitioners from the Junges Kolleg | BAdW, Munich Center for Machine Learning (MCML) and bidt – Graduate Center für Postdocs to explore how artificial-intelligence algorithms shape individual and collective …

Link to Research on Human-Centred Exosuit Technology Highlighted in Börsen-Zeitung

03.11.2025

Research on Human-Centred Exosuit Technology Highlighted in Börsen-Zeitung

MCML Research About Wearable Robotics

LMU and Harvard researchers outline a new approach to smarter and safer wearable technology. Their latest method not only optimizes complex decisions—like how an exosuit should assist a worker during heavy lifting—but also explains why those decisions are made. By making AI’s reasoning transparent and inviting human expertise into the loop, this …

Link to MCML at EMNLP 2025

02.11.2025

MCML at EMNLP 2025

37 Accepted Papers (17 Main, 13 Findings, and 7 Workshops)

We are happy to announce that MCML researchers have contributed a total of 37 papers to EMNLP 2025: 17 Main, 13 Findings, and 7 Workshop papers. Congrats to our researchers!

Link to Language Shapes Gender Bias in AI Images

30.10.2025

Language Shapes Gender Bias in AI Images

TUM News

Alexander Fraser, MCML PI, and his team discovered that AI image generators reproduce gender stereotypes differently across languages. In their study of nine languages, they found that generic prompts like “accountant” mostly produced male images, while explicitly feminine or neutral prompts reduced bias but sometimes affected image quality. The …

Link to Barbara Plank Featured on ARD

26.10.2025

The Segment Highlights Challenges AI Faces in Understanding Regional Language Variations

MCML PI Barbara Plank was featured in a recent ARD Capriccio segment on how AI struggles to understand dialects. The broadcast highlighted research from the MaiNLP lab, with insights from Verena Blaschke, showcasing the challenges of applying AI language models to regional variations.

Link to Unai Fischer-Abaigar Featured on Executive Code

26.10.2025

AI Prediction and Its Impact on Government Resource Allocation

MCML Junior Member Unai Fischer-Abaigar, was featured in a recent episode of Executive Code. He discussed his paper “The Value of Prediction in Identifying the Worst-Off”, exploring how governments use AI to allocate limited resources and when improving predictive models is more effective than simply expanding access to public programs. Using real …

Link to Digdeep Podcast: Live From HerCareer With Anne Greul: How to Successfully Pivot a Startup.

24.10.2025

Digdeep Podcast: Live From HerCareer With Anne Greul: How to Successfully Pivot a Startup.

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

In the new episode of #digdeep, Anne Greul shows startup-pivots form herCareer. Anne took the courageous step into entrepreneurship and learned early on that the path is rarely straightforward. Instead of pursuing a classic career in consulting or the automotive industry, she founded a startup in the Web 3.0 and blockchain sector with partners – but …

Link to MCML Stammtisch - Recap

22.10.2025

MCML Stammtisch - Recap

October Edition

The MCML Stammtisch was a great chance for our members to connect across disciplines over drinks and relaxed conversations. As always, it was a casual setting to share ideas, discuss projects, or simply enjoy time together beyond the lab.

Link to Björn Ommer Appointed LMU Chief AI Officer

20.10.2025

Björn Ommer Appointed LMU Chief AI Officer

LMU News

As of October 1, our PI Björn Ommer, has been appointed LMU’s Chief AI Officer. In his new role, he will help strengthen LMU’s strategic profile in Artificial Intelligence and further expand research and transfer activities in this key area – in close collaboration with TUM and non-university partners.

Link to MCML at ICCV 2025

17.10.2025

MCML at ICCV 2025

28 Accepted Papers (22 Main, and 6 Workshops)

We are happy to announce that MCML researchers have contributed a total of 28 papers to ICCV 2025: 22 Main, and 6 Workshop papers. Congrats to our researchers!

Link to MCML at IROS 2025

17.10.2025

MCML at IROS 2025

Two Accepted Papers

We are happy to announce that MCML researchers have contributed a total of 2 papers to IROS 2025. Congrats to our researchers!

Link to Call for Applications: Data Science Professional Certificate Program @LMU 2026

17.10.2025

Call for Applications: Data Science Professional Certificate Program @LMU 2026

Application Deadline: 16.01.2026

The Data Science Certificate Program at LMU Munich, offered in collaboration with MCML, is a graded, part-time academic training program. It is designed for working professionals, researchers, and executives who want to improve their skills in the field of data analytics, statistics, and machine learning. The program is offered twice a year. Apply …

Link to MCML at CSCW 2025

16.10.2025

MCML at CSCW 2025

One Accepted Paper

We are happy to announce that MCML researchers have contributed a total of 1 paper to CSCW 2025. Congrats to our researchers!

Link to SIC: Making AI Image Classification Understandable

16.10.2025

SIC: Making AI Image Classification Understandable

MCML Research Insight - With Tom Nuno Wolf, Emre Kavak, Fabian Bongratz, and Christian Wachinger

Deep learning models are emerging more and more in everyday life, going as far as assisting clinicians in their diagnosis. However, their black box nature prevents understanding errors and decision-making, which arguably are as important as high accuracy in decision-critical tasks. Previous research typically focused on either designing models to …

Link to Industry Pitch Talks Recap

14.10.2025

Industry Pitch Talks Recap

With the Munich NLP Community

On October 7th, we hosted another session in our “Pitchtalks with Industry” series — this time in collaboration with Munich NLP. The event brought together more than 50 members of Munich’s NLP community.

Link to Digdeep Podcast: How Do We Get Germany on Track Digitally, Cihan Sügür?

10.10.2025

Digdeep Podcast: How Do We Get Germany on Track Digitally, Cihan Sügür?

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

In the current episode of #digdeep, Cihan Sügür, associated partner of MHP, talks about digitalization in Germany. Since 2024, Capital magazine has ranked Cihan Sügür among its “Top 40 under 40” individuals driving Germany forward with innovative strength. He is a prime example of people who break new ground with courage and determination. Cihan is …

Link to Rethinking AI in Public Institutions - Balancing Prediction and Capacity

09.10.2025

Rethinking AI in Public Institutions - Balancing Prediction and Capacity

Researcher in Focus: Unai Fischer Abaigar

Unai Fischer Abaigar is a researcher at MCML whose work focuses on improving decision-making in public institutions by developing AI systems that are both fair and effective in practice.

Link to MCML-LAMARR Workshop at University of Bonn

08.10.2025

MCML-LAMARR Workshop at University of Bonn

Collaborating on NLP Research in Bonn

On September 24th and 25th, the first MCML-LAMARR-Workshop took place at the University of Bonn. Main focus was NLP, and its related areas. PIs and junior members from both German AI Centers came together to present each others research, to be part of networking sessions and to work in discussion groups, and to foster engagement in collaboration …

Link to Three MCML Members Win Best Paper Award at AutoML 2025

08.10.2025

Three MCML Members Win Best Paper Award at AutoML 2025

Our Members Matthias Feurer, Lennart Schneider and Bernd Bischl Honored for Their Work on Hyperparameter Optimization

We are happy to announce that the paper “Overtuning in Hyperparameter Optimization” by MCML Thomas Bayes Fellow Matthias Feurer, MCML Junior Member Lennart Schneider, and MCML Director Bernd Bischl has won the Best Paper Award at the 4th AutoML Conference. The paper defines and studies overtuning, where hyperparameter optimization can improve …

Link to Alena Buyx Joins 3sat’s NANO Talk as New Co-Host

07.10.2025

Alena Buyx Joins 3sat’s NANO Talk as New Co-Host

Exploring Science Topics From AI to Nutrition

Since September, MCML PI Alena Buyx has been co-hosting NANO Talk on 3sat, alternating with journalist Stephanie Rohde and following in the footsteps of renowned science communicator Gert Scobel. The show brings science to life, discussing current and important topics with clarity, calm, and an interdisciplinary perspective. Episodes covering AI and …

Link to Machine Learning for Climate Action - With Researcher Kerstin Forster

29.09.2025

Machine Learning for Climate Action - With Researcher Kerstin Forster

Research Film

How can machine learning fight climate change? Kerstin Forster, researcher at LMU and MCML, explores how AI can help reduce greenhouse gas emissions, improve renewable energy systems, and enhance early warning for extreme weather.

Link to Björn Ommer Featured in WELT

26.09.2025

AI Bias and Why Neutrality Remains a Human Responsibility

MCML PI Björn Ommer was featured in WELT discussing the challenges of AI neutrality and the risks of over- or under-correcting bias in large models. He highlighted that no system can be fully neutral since training data always reflects real-world imbalances, and emphasized the importance of maintaining human oversight in critical areas such as law …

Link to Making Machine Learning More Accessible With AutoML

26.09.2025

Making Machine Learning More Accessible With AutoML

Researcher in Focus: Matthias Feurer

Matthias Feurer is a Thomas Bayes Fellow and interim professor, funded by the MCML and a member of the Chair of Statistical Learning and Data Science at LMU. He aims to simplify the usage of machine learning by researching methods and developing tools that allow the usage of machine learning by domain scientists and also make machine learning more …

Link to Björn Schuller Featured in Macwelt Article

25.09.2025

Björn Schuller Featured in Macwelt Article

The Role of Apple Watch in Personal Health and Wellness

MCML Principal Investigator Björn Schuller is mentioned in a recent Macwelt article discussing how the Apple Watch contributes to health monitoring and the future of healthcare. He highlights the potential of smartwatches to detect subtle behavioral and physiological changes, to use audio and sensor data for early detection of conditions, and …

Link to Compress Then Explain: Faster, Steadier AI Explanations - With One Tiny Step

25.09.2025

Compress Then Explain: Faster, Steadier AI Explanations - With One Tiny Step

MCML Research Insight - With Giuseppe Casalicchio and Bernd Bischl

Imagine re-running feature importance plots and getting slightly different “top features.” Annoying, right? That uncertainty often comes from a quiet assumption: model explanation algorithms typically sample points from data at random. A new ICLR 2025 Spotlight paper by MCML Junior Member Giuseppe Casalicchio, MCML Director Bernd Bischl, first …

Link to Björn Ommer Featured on ZDF NANO Talk

24.09.2025

Discussing the Essence, Impact, and Future of Artificial Intelligence

MCML PI Björn Ommer joined the ZDF programme NANO Talk, hosted by MCML PI Alena Buyx, to explore the question: What is the essence of artificial intelligence? In the discussion, Ommer reflected on the technological foundations of AI, its societal and ethical implications, and how these developments may shape the future.

Link to Benjamin Lange Explores Opportunities and Risks of AI Agents

23.09.2025

Benjamin Lange Explores Opportunities and Risks of AI Agents

LMU News

Our MCML Junior Research Group Leader Benjamin Lange explores the opportunities and risks of AI agents that act like personal assistants, from booking trips to managing finances. While they promise more freedom, they also raise ethical concerns around autonomy, responsibility, and fairness. Lange emphasizes that the society needs clear rules and …

Link to Nassir Navab Shows How Avatars Reduce Stress in Autonomous Ultrasound Exams

22.09.2025

Nassir Navab Shows How Avatars Reduce Stress in Autonomous Ultrasound Exams

TUM News

Our PI Nassir Navab led work showing that patients feel significantly less stress when a virtual avatar guides them during autonomous robotic ultrasound procedures. The avatar explains each step, answers questions (even in regional accents), and interacts in a more humanlike way. This approach could be especially useful in places with limited …

Link to Predicting Health With AI - With Researcher Simon Schallmoser

22.09.2025

Predicting Health With AI - With Researcher Simon Schallmoser

Research Film

How can AI predict medical conditions and personalize treatments? Simon Schallmoser, researcher at LMU and MCML, uses machine learning to forecast health risks and optimize care for patients based on their individual profiles.

Link to MCML at MICCAI 2025

21.09.2025

MCML at MICCAI 2025

44 Accepted Papers (25 Main, and 19 Workshops)

We are happy to announce that MCML researchers have contributed a total of 44 papers to MICCAI 2025: 25 Main, and 19 Workshop papers. Congrats to our researchers!

Link to Digdeep Podcast: IAA in Munich – Will the Automotive Industry Turn Things Around?

19.09.2025

Digdeep Podcast: IAA in Munich – Will the Automotive Industry Turn Things Around?

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

In the new episode of #digdeep, Christof Horn himself talks about the turnaround of the automotive industry. Individual mobility is one of the freedoms that people value most. However, the mobility sector is undergoing unprecedented change. Every two years, the IAA in Munich becomes the central meeting place for manufacturers, suppliers, and …

Link to Björn Ommer at DLD Future Hub 2025

19.09.2025

Björn Ommer at DLD Future Hub 2025

The Transformative Power of AI

At this year’s DLD Future Hub in Munich, our PI Björn Ommer took the stage as one of the featured speakers. In his keynote, he explored the transformative role of generative AI, emphasizing how advances in this field are set to reshape research, industry, and society at large.

Link to Fabian Theis at DLD Future Hub 2025

19.09.2025

Fabian Theis at DLD Future Hub 2025

Reinventing Science With AI

At this year’s DLD Future Hub in Munich, our PI Fabian Theis delivered a keynote titled “Reinventing Science with AI”. He highlighted how AI is transforming research methodologies and driving innovation across science and industry.

Link to GCE-Pose – Predicting Whole Objects From Partial Views

18.09.2025

GCE-Pose – Predicting Whole Objects From Partial Views

MCML Research Insight - With Weihang Li, Junwen Huang, Hyunjun Jung, Nassir Navab, and Benjamin Busam

Imagine trying to identify the full shape of a familiar object, e.g. a mug, when only its handle is visible. That’s the challenge a computer faces when estimating the pose of an object (its orientation and size) from partial data. GCE‑Pose, a new approach from MCML Junior Members Weihang Li, Junwen Huang, Hyunjun Jung, Benjamin Busam, MCML PI …

Link to Research Stay at Harvard University

17.09.2025

Research Stay at Harvard University

Hannah Laus – Funded by the MCML AI X-Change Program

This summer, I had the incredible opportunity to spend 11 weeks at Harvard University as part of the AI X-change program, visiting the group of Flavio Calmon at the Harvard John A. Paulson School of Engineering and Applied Sciences. The idea for this visit came after my former office mate and collaborator, Claudio Mayrink Verdun, a former member of …

Link to Robots Seeing in the Dark - With Researcher Yannick Burkhardt

15.09.2025

Robots Seeing in the Dark - With Researcher Yannick Burkhardt

Research Film

What if robots could see in the dark and react faster than any human? Yannick Burkhardt, researcher at TUM and MCML, researches event cameras that capture motion in a revolutionary way. Unlike traditional cameras that take full pictures at fixed intervals, event cameras detect every tiny change in light—up to a million times per second—and feed …

Link to MCML at ECML-PKDD 2025

13.09.2025

MCML at ECML-PKDD 2025

Nine Accepted Papers (6 Main, and 3 Workshops)

We are happy to announce that MCML researchers have contributed a total of 9 papers to ECML-PKDD 2025: 6 Main, and 3 Workshop papers. Congrats to our researchers!

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 capture cause–effect relationships, the project opens …

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 analyzing archaeological artifacts – showing how …

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 Kutyniok joined other experts to discuss sustainable …

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? MCML Junior Member Clara Vetter, PhD candidate in the group of our Director Daniel Rückert, uses machine learning to uncover hidden patterns in brain scans, genetic data, and even smartphone-based information. Her goal: identifying biological markers …

Link to MCML at BPM 2025

29.08.2025

MCML at BPM 2025

One Accepted Paper

We are happy to announce that MCML researchers have contributed a total of 1 paper to BPM 2025. Congrats to our researchers!

Link to Top 20 in OpenAI’s Red-Teaming Challenge

27.08.2025

Top 20 in OpenAI’s Red-Teaming Challenge

MCML Junior Member Shuo Chen and Team Recognized for Advancing AI Safety Research

We are proud to share that MCML Junior Member Shuo Chen and his team ranked among the Top 20 worldwide (out of 600+) in OpenAI’s Red-Teaming Challenge on Kaggle, a global competition that attracted over 5,900 participants. Their work, titled “Bag of Tricks for Subverting Reasoning-Based Safety Guardrails”, investigates systemic weaknesses 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 in the group of our PI Xiaoxiang Zhu, 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

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, PhD student in the group of our PI Hinrich Schütze, 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 …

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, MCML Junior Member and PhD student in the research group of Nassir Navab, 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 …

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 MCML at USENIX-Security 2025

11.08.2025

MCML at USENIX-Security 2025

Two Accepted Papers

We are happy to announce that MCML researchers have contributed a total of 2 papers to USENIX-Security 2025. Congrats to our researchers!

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 PhD student in the group of our PI Xiaoxiang Zhu, 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 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 PI 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 technologies pave the way …

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 MCML at KDD 2025

01.08.2025

MCML at KDD 2025

Two Accepted Papers (1 Main, and 1 Workshop)

We are happy to announce that MCML researchers have contributed a total of 2 papers to KDD 2025: 1 Main, and 1 Workshop papers. Congrats to our researchers!

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, PhD student in the group of our PI Eyke Hüllermeier, 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 …

Link to Barbara Plank Awarded 2025 Imminent Research Grant for Work on Language Data

29.07.2025

Barbara Plank Awarded 2025 Imminent Research Grant for Work on Language Data

Supporting Innovative Research at the Intersection of Language and AI

We are proud to announce that Barbara Plank, MCML PI and Professor of AI & Computational Linguistics at LMU Munich, has received the 2025 Imminent Research Grant for her work on language data together with Siyao Logan Peng and Marie-Catherine de Marneffe. Congratulations to Barbara and the team!

Link to AI Research by Daniel Rückert Improves Medical Imaging and Data Privacy

29.07.2025

AI Research by Daniel Rückert Improves Medical Imaging and Data Privacy

TUM News

MCML Director Daniel Rückert and his team are developing AI technologies to improve diagnostic imaging and protect patient data. Their research includes federated learning approaches that allow models to learn from clinical data without sharing sensitive information, as well as privacy-enhancing techniques like added data noise. Their methods are …

Link to AI for Enhanced Eye Diagnostics - With Researcher Lucie Huang

29.07.2025

AI for Enhanced Eye Diagnostics - With Researcher Lucie Huang

Research Film

Curious how AI is revolutionizing the treatment of eye diseases? Learn more about what AI can do for ophthalmology with Lucie Huang, MCML junior member and PhD student in the research group of Martin Menten, who is developing AI for sharper and faster eye scans. This means earlier diagnoses and better treatments for critical eye conditions like …

Link to MCML at ACL 2025

25.07.2025

MCML at ACL 2025

37 Accepted Papers (17 Main, 8 Findings, and 12 Workshops)

We are happy to announce that MCML researchers have contributed a total of 37 papers to ACL 2025: 17 Main, 8 Findings, and 12 Workshop papers. Congrats to our researchers!

Link to MCML Stammtisch - Recap

25.07.2025

MCML Stammtisch - Recap

July Edition

Conversations, new connections and lots of pizza and drinks at our MCML Stammtisch, yesterday. Our Stammtisch is a regular informal meetup for all members. It’s a relaxed setting where researchers come together to chat about current projects, exchange ideas, or simply unwind and talk about life beyond the lab.

Link to Industry Pitch Talks Recap

25.07.2025

Industry Pitch Talks Recap

Visit to SAP Labs

On July 22nd, we visited SAP Labs in Garching and had an event of our series “MCML Pitchtalks with Industry”.

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 movement in the 3D world, without explicit …

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 Philipp Wicke Explores Embodied AI

23.07.2025

Philipp Wicke Explores Embodied AI

LMU News

MCML Junior Member Philipp Wicke explores the role of the body in artificial intelligence in a recent article. He highlights how embodiment, the connection between physical presence and intelligence, could be essential for developing more capable and grounded AI systems. The article focuses on the idea of embodiment and how physical interaction with …

Link to Eyke Hüllermeier to Lead New DFG-Funded Research Training Group METEOR

22.07.2025

Eyke Hüllermeier to Lead New DFG-Funded Research Training Group METEOR

LMU News

We are happy to share that Eyke Hüllermeier, MCML PI will serve as spokesperson of the newly funded Research Training Group METEOR.

Link to MCML at UAI 2025

19.07.2025

MCML at UAI 2025

Three Accepted Papers

We are happy to announce that MCML researchers have contributed a total of 3 papers to UAI 2025. Congrats to our researchers!

Link to Digdeep Podcast: Should Everyone Have Their Own AI Twin, Prof. Dr. Albrecht Schmidt?

18.07.2025

Digdeep Podcast: Should Everyone Have Their Own AI Twin, Prof. Dr. Albrecht Schmidt?

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

In the new episode of #digdeep, our PI Albrecht Schmidt talks about the possibility and chances of AI twins in the future. Everyone uses AI based chatbot models. Would it also be possible to have our own AI model trained with our life data? Such personalized AI models could act as digital twins, coaches, or advisors, thus expanding our capabilities. …

Link to Outstanding Paper Award at ICML 2025 for MCML Researchers

18.07.2025

Outstanding Paper Award at ICML 2025 for MCML Researchers

Unai Fischer Abaigar and Christoph Kern Honored for Their Paper on Identifying the Worst-Off Through Prediction

We are proud to share that the paper “The Value of Prediction in Identifying the Worst-Off” by our Junior Member Unai Fischer Abaigar, and Associate Christoph Kern, and collaborator Juan Carlos Perdomo from Harvard University has been selected for an Outstanding Paper Award at ICML 2025. Only six papers received this prestigious recognition this …

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.

Link to ERC Proof of Concept Grants for Fabian Theis

15.07.2025

ERC Proof of Concept Grants for Fabian Theis

Award Supports Project “DeepCell” on Modeling Cellular Dynamics

MCML PI Fabian Theis has been awarded a prestigious ERC Advanced Grant by the European Research Council. The grant supports his project “DeepCell”, which aims to develop advanced deep learning methods for analyzing dynamic single-cell data. By combining state-of-the-art machine learning with cutting-edge biological research, the project seeks to …

Link to Nassir Navab Receives 2025 IEEE EMBS Technical Achievement Award

15.07.2025

Nassir Navab Receives 2025 IEEE EMBS Technical Achievement Award

Awarded at This Year’s EMBC Conference

Our PI Nassir Navab has received the 2025 IEEE EMBS Technical Achievement Award. He was recognized “for pioneering roles in the establishment of the medical augmented reality, surgical data science, and robotic imaging fields.” The award, presented annually by the IEEE Engineering in Medicine and Biology Society (EMBS), honors individuals for …

Link to MCML's Delegation Visit to the USA

14.07.2025

MCML's Delegation Visit to the USA

Short Recap

In May, a 20-member delegation from MCML visited top U.S. institutions — Harvard, MIT, NYU, and Cornell Tech — to foster long-term collaboration in AI research. The visit marked an important step in MCML’s newly launched AI X-Change program, which supports international research stays for PhD students and hosts visiting scholars in machine …

Link to MCML at GECCO 2025

12.07.2025

MCML at GECCO 2025

One Accepted Paper

We are happy to announce that MCML researchers have contributed a total of 1 paper to GECCO 2025. Congrats to our researchers!

Link to MCML at ICML 2025

11.07.2025

MCML at ICML 2025

25 Accepted Papers (20 Main, and 5 Workshops)

We are happy to announce that MCML researchers have contributed a total of 25 papers to ICML 2025: 20 Main, and 5 Workshop papers. Congrats to our researchers!

Link to Capturing Complexity in Surgical Environments

10.07.2025

Capturing Complexity in Surgical Environments

MCML Research Insight - With Ege Özsoy, Chantal Pellegrini, Felix Tristram, Kun Yuan, David Bani-Harouni, Matthias Keicher, Benjamin Busam and Nassir Navab

Imagine an operating room - a space filled with intricate interactions, rapid decisions, and precise movements. Now, imagine capturing every detail of such a complex environment not just visually but also through sound, dialogue, robot movements, and much more. This is exactly what MM-OR – A Large Multimodal Operating Room Dataset for Semantic …

Link to Beyond Prediction: How Causal AI Enables Better Decision-Making - With Stefan Feuerriegel

10.07.2025

Beyond Prediction: How Causal AI Enables Better Decision-Making - With Stefan Feuerriegel

Research Film

“A good prediction is rarely a good decision.” This may sound surprising in an age where AI is often celebrated for its predictive power. But when it comes to making real-world decisions — especially in complex environments like business or healthcare — prediction alone doesn’t cut it. What we need is AI that can help us choose what to do, not just …

Link to Entrepreneurship Insights at MCML Munich AI Day

09.07.2025

Entrepreneurship Insights at MCML Munich AI Day

Short Recap

At the MCML Munich AI Day, we held a Masterclass on Entrepreneurship, with two invited speakers from our collaboration partners, Annie Weichselbaum from the LMU Innovation & Entrepreneurship Center, and Bastian Burger from TUM Venture Labs. Both gave short impulses on how to build a company, how to pitch, on what matters when you try to build …

Link to Masterclass on Science Communication at MCML Munich AI Day

09.07.2025

Masterclass on Science Communication at MCML Munich AI Day

Short Recap

The MCML Munich AI Day 2025 began on a collaborative note with a masterclass on science communication, in collaboration with the RHET AI Center and the Tübingen AI Center. A group of PhD researchers and PostDocs came together to tackle a crucial challenge: how to make their AI research more accessible, engaging, and impactful beyond academic …

Link to Highlights From the MCML Munich AI Day 2025

08.07.2025

Highlights From the MCML Munich AI Day 2025

A Short Recap

The MCML Munich AI Day 2025 brought together a full house of leading researchers, policymakers, industry experts, and journalists to discuss the transformative power of AI in today’s society. In addition,as part of the ELLIS Pre-ICML 2025 Fest, the event served as a vibrant platform for interdisciplinary dialogue on the societal, scientific, and …

Link to Anne-Laure Boulesteix Receives Reinhart Koselleck Grant

07.07.2025

Anne-Laure Boulesteix Receives Reinhart Koselleck Grant

Funding for Innovative Statistical Research

MCML Principal Investigator Anne-Laure Boulesteix has been awarded a prestigious Reinhart Koselleck Grant by the German Research Foundation (DFG). The highly competitive program supports researchers with an outstanding scientific track record who pursue particularly innovative or high-risk projects. Her project, titled “The design, interpretation …

Link to How Neural Networks Are Changing Medical Imaging – With Reinhard Heckel

07.07.2025

How Neural Networks Are Changing Medical Imaging – With Reinhard Heckel

Research Film

Clear imaging is essential for accurate diagnosis — but when it comes to the heart, motion makes it one of the most difficult organs to capture in high resolution. Traditional reconstruction methods often struggle to deliver the detail clinicians need.

Link to Greetings From the Federal Ministry of Research, Technology and Space

03.07.2025

Greetings From the Federal Ministry of Research, Technology and Space

PSt’in Dr. Silke Launert on the Importance of Responsible and Forward-Looking AI Research

We are pleased to share a video message from of the Federal Ministry of Research, Technology and Space (BMFTR) on the occasion of the MCML Munich AI Day 2025. In her address, PSt’in Dr. Silke Launert emphasizes the federal government’s strong commitment to artificial intelligence as a key technology for the future. She highlights the importance of …

Link to Every Household Needs a “Digital Chimney Sweep”– Insights From Johannes Kinder

27.06.2025

Every Household Needs a “Digital Chimney Sweep”– Insights From Johannes Kinder

LMU News

At this year’s ACNS conference (June 23–26 in Munich), MCML Associate Johannes Kinder emphasized the growing security risks posed by smart home devices. From toothbrushes to robot vacuums, many Internet of Things (IoT) devices transmit data without proper encryption or updates, leaving users vulnerable.

Link to Zeynep Akata Receives 2025 ZukunftsWissen Prize

26.06.2025

Zeynep Akata Receives 2025 ZukunftsWissen Prize

Award Highlights Contributions to the Field of Interpretable Machine Learning

We are happy to share that our PI Zeynep Akata has been awarded the 2025 ZukunftsWissen Prize by the German National Academy of Sciences Leopoldina and the Commerzbank Foundation. The award honors her work in explainable and trustworthy AI, including early contributions to zero-shot learning and recent advancements in multimodal generative models. …

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