Lightweight Open-Set Semantic Simultaneous Localization and Mapping (LOSS-SLAM)

A computationally efficient method for open-set semantic localization and mapping that utilizes self-supervised vision transformer features (DINO) to augment geometric correspondence matching at the object level.