V-CoLA: Vision Token Compression with Linear Attention

Hao Jiang, Yiru Mao, Tianpeng Bu +9

Vision-language models (VLMs) have demonstrated impressive capabilities but suffer from substantial computational overhead, as vision tokens dominate the input sequence. This motiv…