iiinova — where your digital self keeps evolving

Matthias Kümmerer

@matthiaskue.bsky.social

169 followers 119 following 9 posts

Neuroscience, Machine Learning and Classical Music. Interested in understanding how we move our eyes to behave in the world. Postdoc @bethgelab.bsky.social. Founding Member of grammofy

Posts Replies Media

Matthias Kümmerer @matthiaskue.bsky.social · 11/09/2026

www.youtube.com/watch?v=cafw...

youtube.com

[ECCV 2026] DeepGaze3.5-VL: Modeling Scanpaths via Autoregressive Token Prediction

YouTube video by Bethgelab

000

Matthias Kümmerer @matthiaskue.bsky.social · 11/09/2026

Now out at ECCV 2026: our new paper on using VLMs for building substantially improved scanpath prediction models that can easily be extended towards tasks, subjects, fixation durations and other aspects. Great work by Susmit Agrawal! eccv.ecva.net/virtual/2026....

100

Reposted by Matthias Kümmerer

Martin Hebart @martinhebart.bsky.social · 19/05/2026

We are excited to open the re:vision initiative, a community-driven initiative for replicating and generalizing findings in visual neuroscience, based on the LAION-fMRI dataset. re-vision-initiative.org Why this initiative and why would you want to participate? 🧵

12311

Matthias Kümmerer @matthiaskue.bsky.social · 16/05/2026

The work could be interesting for everybody having to build KDEs with little data. I'm also very happy to tell you about some other exciting recent eye movement modeling projects.

000

Matthias Kümmerer @matthiaskue.bsky.social · 16/05/2026

I'm so excited to be here at #VSS2026 and meet all of you! I'll be presenting a poster on "A Population Coding Approach to Estimating Interobserver Consistency in Eye Fixations" on Sunday afternoon (36.416). Come by if you're interested!

141

Matthias Kümmerer @matthiaskue.bsky.social · 04/12/2025

I'm glad you like it! Indeed I thought a lot about the talk you gave some time ago in Tübingen while working on this project.

010

Matthias Kümmerer @matthiaskue.bsky.social · 04/12/2025

I'm very excited to present our paper together with @fededagos.bsky.social here at #NeurIPS2025 today at 4:30pm, poster no 2103. Come by if you want to see how DNNs can help build better mechanistic models of human behaviour!

020

Matthias Kümmerer @matthiaskue.bsky.social · 30/11/2025

Check out our new paper at #NeurIPS2025!

010

Matthias Kümmerer @matthiaskue.bsky.social · 18/10/2025

We found that less than 20 interpretable parameters are responsible for most of the performance drop on unseen datasets and that they can be adapted in a very data efficient way

010

Matthias Kümmerer @matthiaskue.bsky.social · 18/10/2025

On my way to @iccv.bsky.social and looking forward to meeting many interesting people! I will present our work on Modeling Saliency Dataset Bias for better predictions on new datasets: youtu.be/gOkVY4cNVLo

youtu.be

[ICCV 2025] Modeling Saliency Dataset Bias

YouTube video by Bethgelab

130