FocusDiff Approach: A method using paired data and reinforcement learning to enhance fine-grained text-image alignment. SOTA Results: Our model is evaluated with the top performance on multiple ...

🚀 LIFT: Language-Image Alignment with Fixed Text Encoders Currently, the most dominant approach to establishing language-image alignment is to pre-train (always from scratch) text and image encoders ...