Munich Center for Machine Learning
@munichcenterml.bsky.social
The MCML is a joint research initiative of LMU München and TU München. It is institutionally funded by the Federal Ministry of Education and Research and the Free State of Bavaria.
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MCML Imagefilm
YouTube video by MCML_Munich Center for Machine Learning
www.youtube.com
What makes AI research excellent?
Who are the researchers behind MCML?
And what drives us at MCML?
Get to know us in our image film ⬇
Who are the researchers behind MCML?
And what drives us at MCML?
Get to know us in our image film ⬇
#EMNLP2025 is currently happening in Suzhou, China and #MCML researchers have contributed a total of 37 papers to the conference! 🎉 Check them out: mcml.ai/news/2025-11...
November 5, 2025 at 3:35 PM
#EMNLP2025 is currently happening in Suzhou, China and #MCML researchers have contributed a total of 37 papers to the conference! 🎉 Check them out: mcml.ai/news/2025-11...
Yesterday’s #MCML-𝗦𝘁𝗮𝗺𝗺𝘁𝗶𝘀𝗰𝗵 was a great opportunity to connect our members across disciplines and enjoy some relaxed conversations outside the labs 🍻
October 22, 2025 at 6:26 AM
Yesterday’s #MCML-𝗦𝘁𝗮𝗺𝗺𝘁𝗶𝘀𝗰𝗵 was a great opportunity to connect our members across disciplines and enjoy some relaxed conversations outside the labs 🍻
#MCML researchers have contributed a total of 20 papers to #ICCV2025! Check them out: mcml.ai/news/2025-10...
October 20, 2025 at 2:29 PM
#MCML researchers have contributed a total of 20 papers to #ICCV2025! Check them out: mcml.ai/news/2025-10...
𝗠𝗖𝗠𝗟 𝗕𝗹𝗼𝗴: Deep learning is increasingly helping doctors. However, it’s often hard to understand how these models make decisions.
To change that, #MCML members built SIC, a transparent AI classifier that makes image diagnosis both intuitive and reliable.
📄 Read more: mcml.ai/news/2025-10...
To change that, #MCML members built SIC, a transparent AI classifier that makes image diagnosis both intuitive and reliable.
📄 Read more: mcml.ai/news/2025-10...
October 17, 2025 at 7:28 AM
𝗠𝗖𝗠𝗟 𝗕𝗹𝗼𝗴: Deep learning is increasingly helping doctors. However, it’s often hard to understand how these models make decisions.
To change that, #MCML members built SIC, a transparent AI classifier that makes image diagnosis both intuitive and reliable.
📄 Read more: mcml.ai/news/2025-10...
To change that, #MCML members built SIC, a transparent AI classifier that makes image diagnosis both intuitive and reliable.
📄 Read more: mcml.ai/news/2025-10...
𝗖𝗮𝗹𝗹 𝗳𝗼𝗿 𝗳𝘂𝗹𝗹𝘆 𝗳𝘂𝗻𝗱𝗲𝗱 𝗣𝗵𝗗 𝗣𝗼𝘀𝗶𝘁𝗶𝗼𝗻𝘀: We are offering several PhD positions across our various research areas, open to highly qualified candidates.
‼️ The application portal will be open from 15 October to 14 November 2025.
Find out more: mcml.ai/opportunitie...
‼️ The application portal will be open from 15 October to 14 November 2025.
Find out more: mcml.ai/opportunitie...
October 10, 2025 at 6:57 AM
𝗖𝗮𝗹𝗹 𝗳𝗼𝗿 𝗳𝘂𝗹𝗹𝘆 𝗳𝘂𝗻𝗱𝗲𝗱 𝗣𝗵𝗗 𝗣𝗼𝘀𝗶𝘁𝗶𝗼𝗻𝘀: We are offering several PhD positions across our various research areas, open to highly qualified candidates.
‼️ The application portal will be open from 15 October to 14 November 2025.
Find out more: mcml.ai/opportunitie...
‼️ The application portal will be open from 15 October to 14 November 2025.
Find out more: mcml.ai/opportunitie...
Unai Fischer Abaigar is a PhD student at #LMU and #MCML whose work focuses on improving decision-making in public institutions by developing AI systems that are both fair and effective in practice. Check out the interview
👉https://mcml.ai/news/2025-10-09-fischer-abaigar-unai-interview/
👉https://mcml.ai/news/2025-10-09-fischer-abaigar-unai-interview/
October 9, 2025 at 10:34 AM
Meet Kerstin Forster, researcher at #LMU & #MCML, using machine learning to cut emissions, boost renewable energy, and track corporate sustainability — driving strategies for a healthier planet.
youtu.be/9mYRnXsyvLg
youtu.be/9mYRnXsyvLg
Machine Learning for Climate Action - with researcher Kerstin Forster
YouTube video by MCML_Munich Center for Machine Learning
youtu.be
September 29, 2025 at 7:39 AM
Meet Kerstin Forster, researcher at #LMU & #MCML, using machine learning to cut emissions, boost renewable energy, and track corporate sustainability — driving strategies for a healthier planet.
youtu.be/9mYRnXsyvLg
youtu.be/9mYRnXsyvLg
Matthias Feurer, Thomas Bayes Fellow at #MCML & interim prof at #LMU, builds tools to make ML easier for scientists & more efficient for experts. Next semester he starts as junior prof at TU Dortmund—sharing in our interview how the fellowship helped him get there: mcml.ai/news/2025-09...
September 26, 2025 at 12:26 PM
Matthias Feurer, Thomas Bayes Fellow at #MCML & interim prof at #LMU, builds tools to make ML easier for scientists & more efficient for experts. Next semester he starts as junior prof at TU Dortmund—sharing in our interview how the fellowship helped him get there: mcml.ai/news/2025-09...
𝗠𝗖𝗠𝗟 𝗕𝗹𝗼𝗴: Ever rerun feature importance plots and get different “top features”? That randomness comes from how explanations sample data.
A #ICLR2025 paper by MCML researchers flips this: Compress Then Explain (CTE) makes model explanations more accurate.
📄 Read more: mcml.ai/news/2025-09...
A #ICLR2025 paper by MCML researchers flips this: Compress Then Explain (CTE) makes model explanations more accurate.
📄 Read more: mcml.ai/news/2025-09...
September 25, 2025 at 8:51 AM
𝗠𝗖𝗠𝗟 𝗕𝗹𝗼𝗴: Ever rerun feature importance plots and get different “top features”? That randomness comes from how explanations sample data.
A #ICLR2025 paper by MCML researchers flips this: Compress Then Explain (CTE) makes model explanations more accurate.
📄 Read more: mcml.ai/news/2025-09...
A #ICLR2025 paper by MCML researchers flips this: Compress Then Explain (CTE) makes model explanations more accurate.
📄 Read more: mcml.ai/news/2025-09...
#MICCAI2025 starts today and we are happy that #MCML researchers are represented with 24 papers! Congrats to our researchers! 🎉
Check them out: mcml.ai/news/2025-09...
Check them out: mcml.ai/news/2025-09...
September 23, 2025 at 7:33 AM
#MICCAI2025 starts today and we are happy that #MCML researchers are represented with 24 papers! Congrats to our researchers! 🎉
Check them out: mcml.ai/news/2025-09...
Check them out: mcml.ai/news/2025-09...
Meet Simon Schallmoser, researcher at #LMU & #MCML, who uses machine learning to forecast conditions and personalize care — from detecting low blood sugar in diabetic drivers to paving the way for safer, proactive healthcare.
youtu.be/fZA5gJxX704
youtu.be/fZA5gJxX704
Predicting Health with AI - with researcher Simon Schallmoser
YouTube video by MCML_Munich Center for Machine Learning
youtu.be
September 22, 2025 at 8:32 AM
Meet Simon Schallmoser, researcher at #LMU & #MCML, who uses machine learning to forecast conditions and personalize care — from detecting low blood sugar in diabetic drivers to paving the way for safer, proactive healthcare.
youtu.be/fZA5gJxX704
youtu.be/fZA5gJxX704
𝗠𝗖𝗠𝗟 𝗕𝗹𝗼𝗴: Identifying an object’s pose from partial data is like spotting a mug when only the handle is visible.
GCE-Pose, a new method by #MCML Members and collaborators, presented at CVPR 2025, takes on this challenge with finesse.
📄 More on our blog: mcml.ai/news/2025-09...
GCE-Pose, a new method by #MCML Members and collaborators, presented at CVPR 2025, takes on this challenge with finesse.
📄 More on our blog: mcml.ai/news/2025-09...
September 18, 2025 at 8:59 AM
𝗠𝗖𝗠𝗟 𝗕𝗹𝗼𝗴: Identifying an object’s pose from partial data is like spotting a mug when only the handle is visible.
GCE-Pose, a new method by #MCML Members and collaborators, presented at CVPR 2025, takes on this challenge with finesse.
📄 More on our blog: mcml.ai/news/2025-09...
GCE-Pose, a new method by #MCML Members and collaborators, presented at CVPR 2025, takes on this challenge with finesse.
📄 More on our blog: mcml.ai/news/2025-09...
✈️🇺🇸 AI X-Change Spotlight: The #MCML 𝗔𝗜 𝗫-𝗖𝗵𝗮𝗻𝗴𝗲 𝗣𝗿𝗼𝗴𝗿𝗮𝗺 supports our Members in collaborating internationally with leading research institutions. PhD student Hannah Laus spent 11 weeks at Harvard University. She shares her experience in a new blogpost: mcml.ai/news/2025-09...
September 17, 2025 at 8:26 AM
✈️🇺🇸 AI X-Change Spotlight: The #MCML 𝗔𝗜 𝗫-𝗖𝗵𝗮𝗻𝗴𝗲 𝗣𝗿𝗼𝗴𝗿𝗮𝗺 supports our Members in collaborating internationally with leading research institutions. PhD student Hannah Laus spent 11 weeks at Harvard University. She shares her experience in a new blogpost: mcml.ai/news/2025-09...
The event Comparing Notes on Trustworthy AI explores the rise of AI agents and personal assistants—and the ethical challenges they pose.
🎙 Gitta Kutyniok (LMU/MCML), Lena Kästner (Uni Bayreuth), Barbara Plank (LMU/MCML)
💡 September 25, 2025 · 5:30 pm
🔗 Register: www.eventbrite.de/e/comparing-...
🎙 Gitta Kutyniok (LMU/MCML), Lena Kästner (Uni Bayreuth), Barbara Plank (LMU/MCML)
💡 September 25, 2025 · 5:30 pm
🔗 Register: www.eventbrite.de/e/comparing-...
September 15, 2025 at 3:59 PM
The event Comparing Notes on Trustworthy AI explores the rise of AI agents and personal assistants—and the ethical challenges they pose.
🎙 Gitta Kutyniok (LMU/MCML), Lena Kästner (Uni Bayreuth), Barbara Plank (LMU/MCML)
💡 September 25, 2025 · 5:30 pm
🔗 Register: www.eventbrite.de/e/comparing-...
🎙 Gitta Kutyniok (LMU/MCML), Lena Kästner (Uni Bayreuth), Barbara Plank (LMU/MCML)
💡 September 25, 2025 · 5:30 pm
🔗 Register: www.eventbrite.de/e/comparing-...
We are hiring! Join the #MCML team as a Science Manager for acquisition of third-party funding. Application deadline: October 05, 2025.
Read more ➡️ portal.mytum.de/jobs/sonstig...
Read more ➡️ portal.mytum.de/jobs/sonstig...
September 15, 2025 at 3:15 PM
We are hiring! Join the #MCML team as a Science Manager for acquisition of third-party funding. Application deadline: October 05, 2025.
Read more ➡️ portal.mytum.de/jobs/sonstig...
Read more ➡️ portal.mytum.de/jobs/sonstig...
Meet Yannick Burkhardt, researcher at #TUM & #MCML, using event cameras that capture changes in light up to a million times per second – giving machines lightning-fast perception for robotics and self-driving cars.
youtu.be/QJD5qnIb7z4
youtu.be/QJD5qnIb7z4
Robots Seeing in the Dark - with researcher Yannick Burkhardt
YouTube video by MCML_Munich Center for Machine Learning
youtu.be
September 15, 2025 at 9:35 AM
Meet Yannick Burkhardt, researcher at #TUM & #MCML, using event cameras that capture changes in light up to a million times per second – giving machines lightning-fast perception for robotics and self-driving cars.
youtu.be/QJD5qnIb7z4
youtu.be/QJD5qnIb7z4
Meet Riccardo Marin, researcher at #TUM & #MCML, exploring computer vision and 3D geometry. From detecting flaws in manufacturing to studying the human body, his work brings machine perception closer to human experience.
youtu.be/ngC3NHy6_4U
youtu.be/ngC3NHy6_4U
3D Machine Perception Beyond Vision - with researcher Riccardo Marin
YouTube video by MCML_Munich Center for Machine Learning
youtu.be
September 8, 2025 at 8:25 AM
Meet Riccardo Marin, researcher at #TUM & #MCML, exploring computer vision and 3D geometry. From detecting flaws in manufacturing to studying the human body, his work brings machine perception closer to human experience.
youtu.be/ngC3NHy6_4U
youtu.be/ngC3NHy6_4U
Meet Clara Sophie Vetter, PhD student at #LMU & #MCML, who uses AI to find hidden patterns in brain scans, genetic data & smartphone data 🧠. Her goal: identify biomarkers to predict mental health risks & enable more personalized psychiatric care.
youtu.be/MPjdJ11eL6k
youtu.be/MPjdJ11eL6k
September 1, 2025 at 6:56 AM
Meet Clara Sophie Vetter, PhD student at #LMU & #MCML, who uses AI to find hidden patterns in brain scans, genetic data & smartphone data 🧠. Her goal: identify biomarkers to predict mental health risks & enable more personalized psychiatric care.
youtu.be/MPjdJ11eL6k
youtu.be/MPjdJ11eL6k
Meet Ivica Obadic, PhD student at #TUM & #MCML, who develops transparent AI models to analyze satellite images 🌍. His work detects and predicts urban changes, giving city planners explainable recommendations to design more sustainable, livable cities.
youtu.be/Qlur0GgsXcA
youtu.be/Qlur0GgsXcA
Satellite Insights for a Sustainable Future - with researcher Ivica Obadic
YouTube video by MCML_Munich Center for Machine Learning
youtu.be
August 27, 2025 at 7:33 AM
Meet Ivica Obadic, PhD student at #TUM & #MCML, who develops transparent AI models to analyze satellite images 🌍. His work detects and predicts urban changes, giving city planners explainable recommendations to design more sustainable, livable cities.
youtu.be/Qlur0GgsXcA
youtu.be/Qlur0GgsXcA
Meet Azade Farshad who develops digital twins of patients at #TUM & #MCML to improve treatment, surgical planning & training. Using graph-based analysis and multimodal data, she creates realistic surgical simulations to preview procedures & optimize strategies.
www.youtube.com/watch?v=9D1Q...
www.youtube.com/watch?v=9D1Q...
Digital Twins for Surgery - with researcher Azade Farshad
YouTube video by MCML_Munich Center for Machine Learning
www.youtube.com
August 18, 2025 at 9:39 AM
Meet Azade Farshad who develops digital twins of patients at #TUM & #MCML to improve treatment, surgical planning & training. Using graph-based analysis and multimodal data, she creates realistic surgical simulations to preview procedures & optimize strategies.
www.youtube.com/watch?v=9D1Q...
www.youtube.com/watch?v=9D1Q...
🎥 As a child, Niki Kilbertus wanted to discover a law of nature. Today, as a #TUM professor and PI at #Helmholtz & #MCML, he develops AI that doesn’t just spot patterns — it reveals cause and effect.
www.youtube.com/watch?v=EYut...
www.youtube.com/watch?v=EYut...
From Physics Dreams to Algorithm Discovery - with Prof. Niki Kilbertus
YouTube video by MCML_Munich Center for Machine Learning
www.youtube.com
August 13, 2025 at 2:07 PM
🎥 As a child, Niki Kilbertus wanted to discover a law of nature. Today, as a #TUM professor and PI at #Helmholtz & #MCML, he develops AI that doesn’t just spot patterns — it reveals cause and effect.
www.youtube.com/watch?v=EYut...
www.youtube.com/watch?v=EYut...
𝗠𝗖𝗠𝗟 𝗕𝗹𝗼𝗴: Tracking actions, not just objects — the Spatiotemporal Action Grounding Challenge & Workshop at ICCV 2025 tackles detecting when and where actions occur in complex videos.
📄 Read more: mcml.ai/news/2025-08...
📄 Read more: mcml.ai/news/2025-08...
August 12, 2025 at 8:12 AM
𝗠𝗖𝗠𝗟 𝗕𝗹𝗼𝗴: Tracking actions, not just objects — the Spatiotemporal Action Grounding Challenge & Workshop at ICCV 2025 tackles detecting when and where actions occur in complex videos.
📄 Read more: mcml.ai/news/2025-08...
📄 Read more: mcml.ai/news/2025-08...
Imagine a “living map” of cities built from geo-tagged social media data. Meet Shanshan Bai ( #MCML/ #TUM) using #AI to identify building functions from online context—offering real-time insights for urban planning & emergency response when official data is outdated
www.youtube.com/watch?v=oAet...
www.youtube.com/watch?v=oAet...
AI for Dynamic Urban Mapping - with researcher Shanshan Bai
YouTube video by MCML_Munich Center for Machine Learning
www.youtube.com
August 11, 2025 at 7:50 AM
Imagine a “living map” of cities built from geo-tagged social media data. Meet Shanshan Bai ( #MCML/ #TUM) using #AI to identify building functions from online context—offering real-time insights for urban planning & emergency response when official data is outdated
www.youtube.com/watch?v=oAet...
www.youtube.com/watch?v=oAet...