Beyond Selection: Token Parameterization for Extreme Visual Token Compression

Rui Zhong, Yu Li, Zheyu Yan +1

Visual-token compression is effective for improving the efficiency of vision-language models, but under extreme compression budgets, token pruning can break visual grounding while…