2026
Skip-It? Theoretical Conditions for Layer Skipping in Vision–Language Models
ICML 2026poster
Vision–language models achieve incredible performance across a wide range of tasks, but their large size makes inference costly. Recent work has shown that multimodal processing contains significant redundancies, making it possible to skip certain layers with minimal performance loss. Yet current pr…