Persistent Visual Memory: Sustaining Perception for Deep Generation in LVLMs

Siyuan Huang, Xiaoye Qu, Yafu Li +6

While autoregressive Large Vision-Language Models (LVLMs) demonstrate remarkable proficiency in multimodal tasks, they face a "Visual Signal Dilution" phenomenon, where the accumul…