Gaze-LLE eliminates the need for complex multi-branch architectures through a static DINOv2 visual encoder and a minimalist decoder module. The framework uses a unified backbone for feature extraction ...

As one cornerstone of early social interactions, semantic contingency refers to the relatedness of the communication partner’s verbal productions to the child’s vocalizations, verbalizations, or ...