Luca Callari

Ventura: Adapting Image Diffusion Models for Unified Task Conditioned Navigation

Robots must adapt to diverse human instructions and operate safely in unstructured, open-world environments. Recent Vision–Language models (VLMs) offer strong priors for grounding language and perception, but remain difficult to steer for navigation due to differences in action spaces and pretrainin…