一作ACL 2026Findings· Findings of ACL
CAPA : Contribution-Aware Pruning and FFN Approximation for Efficient Large Vision-Language Models
Samyak Jha · Junho Kim
摘要
Efficient inference in Large Vision-Language Models is constrained by the high cost of processing thousands of visual tokens, yet it remains unclear which tokens and computations can be safely removed. While attention scores are commonly used to estimate visual token importance, they are an imper...