When Vision Becomes Text: Visual Token Pruning via Cross-Modal Residual Guidance in VLMs

Congyang Ou, Ruike Song, Yang Zhou +3

Abundant visual information strengthens vision-language model (VLM) perception, yet massive visual tokens raise inference costs. Existing visual token pruning methods rely on simil…