L. Grosenick

Discrete cortico-hippocampal circuit states underlie mood state transitions in depression

Identifiable World Models from Pretrained Diffusion Representations

Diffusion-based world models can generate and predict trajectories in high-dimensional dynamical systems, but predictive accuracy does not imply that their latent coordinates recover the underlying state variables or causal interactions. We ask whether a frozen pretrained diffusion model can be equipped with identifiab...