Matthias Kümmerer
@matthiaskue.bsky.social
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
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!
🚨 New paper at #NeurIPS2025!
A systematic fixation-level comparison of a performance-optimized DNN scanpath model and a mechanistic cognitive model reveals behaviourally relevant mechanisms that can be added to the mechanistic model to substantially improve performance.
🧵👇
A systematic fixation-level comparison of a performance-optimized DNN scanpath model and a mechanistic cognitive model reveals behaviourally relevant mechanisms that can be added to the mechanistic model to substantially improve performance.
🧵👇
December 4, 2025 at 4:56 PM
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!
Check out our new paper at #NeurIPS2025!
🚨 New paper at #NeurIPS2025!
A systematic fixation-level comparison of a performance-optimized DNN scanpath model and a mechanistic cognitive model reveals behaviourally relevant mechanisms that can be added to the mechanistic model to substantially improve performance.
🧵👇
A systematic fixation-level comparison of a performance-optimized DNN scanpath model and a mechanistic cognitive model reveals behaviourally relevant mechanisms that can be added to the mechanistic model to substantially improve performance.
🧵👇
November 30, 2025 at 9:26 PM
Check out our new paper at #NeurIPS2025!
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
[ICCV 2025] Modeling Saliency Dataset Bias
YouTube video by Bethgelab
youtu.be
October 18, 2025 at 7:56 AM
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