共计 42 篇文章
2026
Why LVLMs Are More Prone to Hallucinations in Longer Responses: The Role of Context
HALP: Detecting Hallucinations in Vision-Language Models without Generating a Single Token
Lyapunov Probes for Hallucination Detection in Large Foundation Models
Hallucination Begins Where Saliency Drops
2025
SmartSight:通过时间注意力坍缩在不损害视频理解的前提下缓解视频大模型中的幻觉问题
Investigating Spatial Attention Bias in Vision-Language Models
T5Gemma2
AVG-LLaVA: 一种具有自适应视觉粒度的高效大型多模态模型
VISUAL AGENTS AS FAST AND SLOW THINKERS
Mitigating Modality Prior-Induced Hallucinations in Multimodal Large Language Models via Deciphering Attention Causality