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Link to MCML at AAAI 2026

19.01.2026

MCML at AAAI 2026

16 Accepted Papers (12 Main, and 4 Workshops)

We are happy to announce that MCML researchers have contributed a total of 16 papers to AAAI 2026: 12 Main, and 4 Workshop papers. Congrats to our researchers!

#research #top-tier-work #akata #cremers #fornasier #fumagalli #huellermeier #kasneci-enkelejda #krahmer #kreuter #navab #tresp #zhu
Link to "See, Don’t Assume": Revealing and Reducing Gender Bias in AI

18.12.2025

"See, Don’t Assume": Revealing and Reducing Gender Bias in AI

MCML Research Insight - With Leander Girrbach, Yiran Huang, Stephan Alaniz and Zeynep Akata

Using AI and LLMs at work feels almost unavoidable today: they make things easier, but they can also go wrong in important ways. One of the trickiest problems? Gender bias. For example, if you ask …

#blog #research #akata
Link to MCML at NeurIPS 2025

28.11.2025

MCML at NeurIPS 2025

51 Accepted Papers (38 Main, and 13 Workshops)

We are happy to announce that MCML researchers have contributed a total of 51 papers to NeurIPS 2025: 38 Main, and 13 Workshop papers. Congrats to our researchers!

#research #top-tier-work #akata #bischl #busam #cremers #feuerriegel #fornasier #fortuin #fraser #ghoshdastidar #guennemann #heckel #huellermeier #jegelka #kilbertus #kutyniok #marin-riccardo #mueller #navab #ommer #plank #ruegamer #schnabel #schneider #schoellig #schueffler #schuetze #seidl #sra #sterkenburg #theis #thuerey #tresp #wiestler #zhu
Link to Seeing the Bigger Picture – One Detail at a Time

27.11.2025

Seeing the Bigger Picture – One Detail at a Time

MCML Research Insight - With Rui Xiao, Sanghwan Kim, and Zeynep Akata

Large vision-language models (VLMs) like CLIP (Contrastive Language-Image Pre-training) have changed how AI works with mixed inputs of images and text, by learning to connect pictures and words. Given …

#blog #research #akata
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!

#research #top-tier-work #akata #busam #cremers #guennemann #koepke #kutyniok #marin-riccardo #navab #ommer #ruegamer #seidl #thuerey #tresp #wachinger #zhu
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!

#research #top-tier-work #akata #bauer-s #bischl #drton #feuerriegel #fornasier #fortuin #fraser #guennemann #huellermeier #jegelka #kern #kilbertus #krahmer #kreuter #kutyniok #nagler #ruegamer #schubert #schuetze #seidl #sra
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 …

#award #research #akata
Link to MCML at CVPR 2025

10.06.2025

MCML at CVPR 2025

35 Accepted Papers (29 Main, and 6 Workshops)

We are happy to announce that MCML researchers have contributed a total of 35 papers to CVPR 2025: 29 Main, and 6 Workshop papers. Congrats to our researchers!

#research #top-tier-work #akata #bauer-s #busam #cremers #jegelka #koepke #marin-riccardo #menten #navab #ommer #rueckert #seidl #thuerey #tresp #wang-xi #zhu
Link to MCML at ICLR 2025

23.04.2025

MCML at ICLR 2025

52 Accepted Papers (35 Main, and 17 Workshops)

We are happy to announce that MCML researchers have contributed a total of 52 papers to ICLR 2025: 35 Main, and 17 Workshop papers. Congrats to our researchers!

#research #top-tier-work #akata #bauer-u #bischl #cremers #feuerriegel #feurer #fortuin #guennemann #huellermeier #jegelka #kaissis #kauermann #kern #kilbertus #kutyniok #menten #nagler #ommer #plank #rueckert #ruegamer #schneider #schubert #schuetze #theis #thuerey #tresp #wang-xi
Link to ReNO: A Smarter Way to Enhance AI-Generated Images

13.03.2025

ReNO: A Smarter Way to Enhance AI-Generated Images

MCML Research Insight - With Luca Eyring, Shyamgopal Karthik, Karsten Roth and Zeynep Akata

Despite their impressive capabilities, Text-to-Image (T2I) models frequently misinterpret detailed prompts, leading to errors in object positioning, attribute accuracy, and color fidelity. Traditional …

#blog #research #akata
Link to MCML Researchers in Highly-Ranked Journals

02.01.2025

MCML Researchers in Highly-Ranked Journals

165 Papers in 2025 Highlight Scientific Impact

We are happy to announce that MCML researchers are represented in 2025 with 165 papers in highly-ranked journals. Congrats to our researchers!

#research #top-tier-work #akata #althoff #bauer-s #bischl #boulesteix #busam #cremers #dietrich #drton #feuerriegel #fornasier #fortuin #gagneur #gruen #huellermeier #ingrisch #kauermann #kilbertus #krahmer #kreuter #kuechenhoff #kutyniok #lange #marr #menten #mueller #nagler #navab #nyholm #ommer #rauhut #rinke #rueckert #ruegamer #schnabel #schueffler #schuetze #schuller #stein #wachinger #wiestler #zhu
Link to MCML at NeurIPS 2024

09.12.2024

MCML at NeurIPS 2024

31 Accepted Papers (23 Main, and 8 Workshops)

We are happy to announce that MCML researchers have contributed a total of 31 papers to NeurIPS 2024: 23 Main, and 8 Workshop papers. Congrats to our researchers!

#research #top-tier-work #akata #althoff #bauer-s #bischl #cremers #feuerriegel #feurer #fornasier #fortuin #guennemann #huellermeier #jegelka #kilbertus #krahmer #kutyniok #nagler #ommer #plank #rauhut #ruegamer #schubert #schuetze #seidl #thuerey #tresp #wachinger #westermann
Link to Zeynep Akata Selected as One of the 'Top 40 Under 40'

21.11.2024

Zeynep Akata Selected as One of the 'Top 40 Under 40'

Helmholtz Newsroom

The Capital Magazine selected our PI Zeynep Akata as one of the Top 40 Under 40. In this interview, she shares insights insights into her groundbreaking work in explainable and robust artificial …

#research #akata
Link to MCML at ECCV 2024

27.09.2024

MCML at ECCV 2024

29 Accepted Papers (23 Main, and 6 Workshops)

We are happy to announce that MCML researchers have contributed a total of 29 papers to ECCV 2024: 23 Main, and 6 Workshop papers. Congrats to our researchers!

#research #top-tier-work #akata #busam #cremers #heckel #kaissis #krahmer #navab #ommer #rauhut #rueckert #seidl #tresp #wang-xi #zhu
Link to MCML at ICML 2024

19.07.2024

MCML at ICML 2024

24 Accepted Papers (17 Main, and 7 Workshops)

We are happy to announce that MCML researchers have contributed a total of 24 papers to ICML 2024: 17 Main, and 7 Workshop papers. Congrats to our researchers!

#research #top-tier-work #akata #bischl #boulesteix #cremers #drton #feuerriegel #feurer #fortuin #guennemann #huellermeier #kaissis #kern #kreuter #nagler #plank #rueckert #ruegamer #seidl #theis #tresp
Link to MCML at MICCAI 2023

06.10.2023

MCML at MICCAI 2023

Seven Accepted Papers (2 Main, and 5 Workshops)

We are happy to announce that MCML researchers have contributed a total of 7 papers to MICCAI 2023: 2 Main, and 5 Workshop papers. Congrats to our researchers!

#research #top-tier-work #akata #menten #navab #rueckert #schnabel #wiestler
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