Full Professor, Max Planck Institute for Informatics, Saarland Informatics Campus
3 papers at NeurIPS 2025
We develop a variational approach to solve image inverse problems like super resolution, inpainting and deblurring for flow-based generative models.
We propose KRIS-Bench, a benchmark designed to evaluate knowledge-based reasoning in instruction-based image editing models.
A new model with inherent mechanistic and concept-based explanations and a new concept consistency evaluation framework
