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This research addresses the challenges of aligning features between different modalities (like images and text) in large-scale models. Key Concepts

: The method is designed to be "plug-and-play," meaning it doesn't require extra embeddings and works with various existing distillation frameworks. Core Methodology <img width="570" height="320" src="https://i0.w...

: The paper provides a theoretical analysis of generalization errors and the impact of sample size on model performance. This research addresses the challenges of aligning features