CATP: Contextually Adaptive Token Pruning for Efficient and Enhanced Multimodal In-Context Learning

Yanshu Li, Jianjiang Yang, Zhennan Shen +3

Modern large vision-language models (LVLMs) convert each input image into a large set of tokens that far outnumber the text tokens. Although this improves visual perception, it als…