Perceiving Beyond Language Priors: Enhancing Visual Comprehension and Attention in Multimodal Models

Aarti Ghatkesar, Ganesh Venkatesh

Achieving deep alignment between vision and language remains a central challenge for Multimodal Large Language Models (MLLMs). These models often fail to fully leverage visual inpu…