Robust Grounding with MLLMs Against Occlusion and Small Objects via Language-Guided Semantic Cues

Beomchan Park, Seongho Kim, Hyunjun Kim +2

While Multimodal Large Language Models (MLLMs) have enhanced grounding capabilities in general scenes, their robustness in crowded scenes remains underexplored. Crowded scenes enta…