Katarina Petrović
PhD Student
About
Katarina works on flow-based generative models, including flow matching and diffusion, with a focus on dynamics in science—such as trajectory inference for single cells and non-gradient field dynamics (e.g. Curly Flow Matching).
Specialization
Flow Matching Generative Modeling Dynamics and Trajectory Inference
Co-supervisors
Michael Bronstein, İsmail Ceylan
Publications
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Curly Flow Matching for Learning Non-gradient Field Dynamics
Katarina Petrović, Lazar Atanackovic, Viggo Moro, Kacper Kapuśniak, İsmail İlkan Ceylan, Michael Bronstein, Avishek Joey Bose†, Alexander Tong†
In NeurIPS 2025
December 2025