Publications

Papers, projects, and the code behind them.

* Equal contribution. † Equal supervision.

2026

LiFT: Loop Flow Transformers
Mohammad Mahdi Derakhshani^*, Pedro M. P. Curvo^*, Gertjan J. Burghouts^†, Jan-Willem van de Meent^†, Cees G. M. Snoek^†
arXiv preprint
Paper
Follow the Mean: Reference-Guided Flow Matching
Pedro M. P. Curvo, Maksim Zhdanov, Floor Eijkelboom, Jan-Willem van de Meent
NeurIPS 2026 · Main conference
Paper Code Project
MSPT: Efficient Large-Scale Physical Modeling via Parallelized Multi-Scale Attention
Pedro M. P. Curvo, Jan-Willem van de Meent, Maksim Zhdanov
CVPR 2026Highlight
Paper Code Project