Marco Fumero

Navigating the Latent Space Dynamics of Neural Models

Statistical and structural identifiability in representation learning

Boomerang Distillation Enables Zero-Shot Model Size Interpolation

MorphGen: Controllable and Morphologically Plausible Generative Cell-Imaging

Learning Explicit Single-Cell Dynamics Using ODE Representations

OOD Detection with Relative Angles

Unifying Causal Representation Learning with the Invariance Principle

Connecting Neural Models Latent Geometries with Relative Geodesic Representations

Look Around and Find Out: OOD Detection with Relative Angles