Projects
Research, open-source software, and selected course projects.
Research
Ongoing · manuscript in preparation
Open Vision Banana
Adapting image editors for perception, including depth, surface normals and segmentation.
Core contributor; main work on depth, normals, editing and generation.
CVPR 2026
Franca
Learning visual features at several levels of detail for dense prediction.
Co-first author. I also developed RASA.
ICLR 2025
NeCo
Learning the order of nearby patches to improve dense visual features.
First author; MSc thesis research.
Additional projects
Open Hummingbird Evaluation
An open-source implementation of dense nearest-neighbor evaluation for vision encoders, developed during my MSc thesis.
Robustness of 3D occupancy prediction
Testing how 3D occupancy models handle corrupted inputs and how data augmentation affects their performance. UvA course project, 2023.
Socratic Image Generation
Using image captions to refine generation prompts, and studying bias and hallucinations when connecting models. UvA course project, 2023.