VisionTrim: Unified Vision Token Compression for Training-Free MLLM Acceleration
arXiv:2601.22674v3 Announce Type: replace
Abstract: Multimodal large language models (MLLMs) suffer from high computational costs due to excessive visual tokens, particularly in high-resolution and video-based scenarios. Existing token reduction metho…