CORE: Compact Object-centric REpresentations as a New Paradigm for Token Merging in LVLMs

Jingyu Lei, Gaoang Wang, Der-Horng Lee

Large Vision-Language Models (LVLMs) usually suffer from prohibitive computational and memory costs due to the quadratic growth of visual tokens with image resolution. Existing tok…