Mario A. V. Saucedo

A novel pipeline for vision-based traversability estimation that explicitly models contextual uncertainty, utilizing Conceptual Anchoring to ground open-vocabulary VLM predictions onto a continuous physical traversability scale and formulating the model's responses as a Gaussian Context Distribution.