#akata
02.06.2026
MCML at CVPR 2026
28 Accepted Papers (26 Main, and 2 Workshops)
We are happy to announce that MCML researchers have contributed a total of 28 papers to CVPR 2026: 26 Main, and 2 Workshop papers. Congrats to our researchers!
23.04.2026
When Vision AI Hallucinates Details
MCML Research Insight – With Rui Xiao, Sanghwan Kim and Zeynep Akata
A photo shows a dog on a sofa. You ask an AI assistant: Is there also a cat sitting next to it? The assistant confidently says yes, even though there is no cat at all. In many everyday situations, …
22.04.2026
MCML at ICLR 2026
44 Accepted Papers (36 Main, and 8 Workshops)
We are happy to announce that MCML researchers have contributed a total of 44 papers to ICLR 2026: 36 Main, and 8 Workshop papers. Congrats to our researchers!
19.02.2026
COSMOS – Teaching Vision-Language Models to Look Beyond the Obvious
MCML Research Insight - With Sanghwan Kim, Rui Xiao, Mariana-Iuliana Georgescu, Stephan Alaniz, and Zeynep Akata
Today’s AI systems are remarkably good at recognizing what stands out most. Yet understanding how details relate to each other remains surprisingly difficult. Imagine asking an AI assistant to …
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 …
28.11.2025
MCML at NeurIPS 2025
54 Accepted Papers (41 Main, and 13 Workshops)
We are happy to announce that MCML researchers have contributed a total of 54 papers to NeurIPS 2025: 41 Main, and 13 Workshop papers. Congrats to our researchers!
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 …
17.10.2025
MCML at ICCV 2025
29 Accepted Papers (23 Main, and 6 Workshops)
We are happy to announce that MCML researchers have contributed a total of 29 papers to ICCV 2025: 23 Main, and 6 Workshop papers. Congrats to our researchers!
11.07.2025
MCML at ICML 2025
25 Accepted Papers (19 Main, and 6 Workshops)
We are happy to announce that MCML researchers have contributed a total of 25 papers to ICML 2025: 19 Main, and 6 Workshop papers. Congrats to our researchers!
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 …
10.06.2025
MCML at CVPR 2025
34 Accepted Papers (28 Main, and 6 Workshops)
We are happy to announce that MCML researchers have contributed a total of 34 papers to CVPR 2025: 28 Main, and 6 Workshop papers. Congrats to our researchers!
23.04.2025
MCML at ICLR 2025
53 Accepted Papers (36 Main, and 17 Workshops)
We are happy to announce that MCML researchers have contributed a total of 53 papers to ICLR 2025: 36 Main, and 17 Workshop papers. Congrats to our researchers!
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 …
02.01.2025
MCML Researchers in Highly-Ranked Journals
164 Papers in 2025 Highlight Scientific Impact
We are happy to announce that MCML researchers are represented in 2025 with 164 papers in highly-ranked journals. Congrats to our researchers!
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!
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 …
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!
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!
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!
2026-06-02 - Last modified: 2026-05-29