Conscious Gaze: Adaptive Attention Mechanisms for Hallucination Mitigation in Vision-Language Models

The article focuses on a critical problem in Vision-Language Models (VLMs): hallucination. It proposes a solution using adaptive attention mechanisms, which is a promising approach. The title clearly states the problem and the proposed solution. The source, ArXiv, indicates this is a research paper, suggesting a technical and in-depth analysis of the topic.

• •Addresses the issue of hallucination in Vision-Language Models.
• •Proposes adaptive attention mechanisms as a solution.
• •Based on a research paper, suggesting a technical approach.