<img - Width="570" Height="320" Src="https://i0.w...

The paper you are likely referring to, which features a diagram often displayed at

: This process compresses information to ensure the representations are both effective and robust. <img width="570" height="320" src="https://i0.w...

: It focuses on making directional alignment (similar to cosine similarity) more robust in vision-language models. The paper you are likely referring to, which

: It reconfigures a shared space where both image and text features can be compared effectively. <img width="570" height="320" src="https://i0.w...