Luca Magri

Spatial proximity alone causes catastrophic inlier leakage at shape boundaries: constraining superquadric fitting with local surface normal consistency via graph cuts finally stabilizes multi-primitive point cloud decomposition.

Forget painstakingly annotating biomedical videos – this method generates realistic, annotated cell phantom videos by modeling cell shape evolution in a compact Fourier space.

Forget expensive simulations: LAMP reconstructs fluid flow from highly masked and noisy data, while revealing optimal sensor placement.

Achieve near-full retraining accuracy for reduced order models with a fraction of the compute by focusing adaptation on the latent manifold using sparse data and ensemble Kalman filtering.