GeoPID: Decomposing and Steering Visual Information in Vision-Language Models

Seulgi Kim, Zhixiong Zhang, Xinwei Zhang +2

While recent vision-language models (VLMs) have shown outstanding performance across diverse applications, they tend to under-use visual information and over-rely on textual contex…