Research Notes & Projects

Paper projects, experiments and research notes on embodied AI, flow matching and uncertainty in vision-language-action models.

The Geometric Nature of Flow Matching Uncertainty

A cost-free uncertainty proxy from a single denoising trajectory. Explore the method, results, and robot demonstrations.