Yong Liao

TCSP: Text-Conditioned Spectral Prototyping for Multimodal Token Compression

The inference performance of Multimodal Large Language Models (MLLMs) typically relies on a massive number of visual block tokens, leading to substantial computational overhead. However, existing training-free compression methods often sacrifice semantic relevance, disrupt spatial coherence, or require extensive archit...