Beyond Token Compression: A Training-Free Reduction Framework for Efficient Visual Processing in MLLMs

MLA

Li, Hongliang, et al. Beyond Token Compression: A Training-Free Reduction Framework for Efficient Visual Processing in MLLMs. 2025. EBSCOhost, widgets.ebscohost.com/prod/customlink/proxify/proxify.php?count=1&encode=0&proxy=&find_1=&replace_1=&target=https://search.ebscohost.com/login.aspx?direct=true&site=eds-live&scope=site&db=edsarx&AN=edsarx.2501.19036&authtype=sso&custid=ns315887.

APA

Li, H., Zhang, J., Liao, W., Peng, D., Ding, K., & Jin, L. (2025). Beyond Token Compression: A Training-Free Reduction Framework for Efficient Visual Processing in MLLMs.

Chicago

Li, Hongliang, Jiaxin Zhang, Wenhui Liao, Dezhi Peng, Kai Ding, and Lianwen Jin. 2025. “Beyond Token Compression: A Training-Free Reduction Framework for Efficient Visual Processing in MLLMs.” http://widgets.ebscohost.com/prod/customlink/proxify/proxify.php?count=1&encode=0&proxy=&find_1=&replace_1=&target=https://search.ebscohost.com/login.aspx?direct=true&site=eds-live&scope=site&db=edsarx&AN=edsarx.2501.19036&authtype=sso&custid=ns315887.