Abstract: Despite the recent breakthroughs achieved by Large Vision Language Models (LVLMs) in understanding and responding to complex visual-textual contexts, their inherent hallucination tendencies ...

Abstract: Underwater object detection is crucial for marine exploration but faces challenges like low image quality, severe object overlap, and detection of small, diverse targets. This paper presents ...