: It focuses on making directional alignment (similar to cosine similarity) more robust in vision-language models.
pixels in research blogs or repositories, is
: This process compresses information to ensure the representations are both effective and robust.
The paper you are likely referring to, which features a diagram often displayed at
: It reconfigures a shared space where both image and text features can be compared effectively.
This research addresses the challenges of aligning features between different modalities (like images and text) in large-scale models. Key Concepts