2 papers
cs.CV2026
Mitigating Object Hallucinations in LVLMs via Attention Imbalance Rectification
Han Sun, Qin Li, Peixin Wang +1
Object hallucination in Large Vision-Language Models (LVLMs) severely compromises their reliability in real-world applications, posing a critical barrier to their deployment in hig…
cs.CV2026
Language-Guided Structure-Aware Network for Camouflaged Object Detection
Min Zhang
Camouflaged Object Detection (COD) aims to segment objects that are highly integrated with the background in terms of color, texture, and structure, making it a highly challenging…