Full Professor, Warsaw University of Technology
2 papers at NeurIPS 2025
We propose a new diffusion bridge method that embeds the linear measurement system into the SDE coefficients, enabling direct use of system information and improving performance across diverse inverse problem benchmarks.
We introduce faithful interaction explanations of CLIP and SigLIP models (FIxLIP), offering a unique perspective on interpreting image–text similarity predictions.
